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config_scripts_logs/ViT-B32,ViT-B16,ViT-L14_test_cosine_w0.25_num100_alpha0.005_eps16_input512_yingbu/all_loss.txt

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config_scripts_logs/ViT-B32,ViT-B16,ViT-L14_test_cosine_w0_num100_alpha0.005_eps16_input512_yingbu/all_loss.txt

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config_scripts_logs/ipadapter,ipadapter-plus,photomaker_test_cosine_w0_num100_alpha0.005_eps16_input512_yingbu/all_loss.txt

@@ -0,0 +1,101 @@
+Person_id: n000050
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config_scripts_logs/ipadapter_test_cosine_w0.0_num100_alpha6_eps16_input512_224_yingbu_refiner0/all_loss.txt

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+Person_id: n000050
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evaluation_outputs/ipadapter-plus_sdxl_idprotector_new-CelebA-HQ/protected_output_original_input_ArcFace.txt

@@ -0,0 +1,25 @@
+FDR Mean
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+ISM sample std
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+FDR average value: 0.0
+prompt_fdr_sample_std: 0.0

evaluation_outputs/ipadapter-plus_sdxl_ipadapter,ipadapter-plus,photomaker_VGGFace2_cosine_w0.25_num100_alpha0.005_eps16_input224_yingbu/protected_output_original_input_ArcFace.txt

@@ -0,0 +1,25 @@
+FDR Mean
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+ISM sample std
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+FDR average value: 0.22875
+prompt_fdr_sample_std: 0.16922410723471926
+a_dslr_portrait_of_person
+ISM list: [0.05842580646276474, 0.11506152153015137, 0.03900192305445671, 0.06974156200885773, 0.1575767546892166, 0.09773164242506027, 0.1364271491765976, 0.07355126738548279, 0.05648079887032509, 0.07258887588977814, 0.14394231140613556, 0.04946788772940636, 0.1305534392595291, 0.10246838629245758, 0.06841966509819031, 0.031052274629473686, 0.1056724265217781, 0.10535259544849396, 0.08121433109045029, 0.11855515837669373, 0.22648882865905762, 0.05196865275502205, 0.06269235908985138, 0.04137369617819786, 0.11174378544092178, 0.09779298305511475, 0.1174042671918869, 0.12045035511255264, 0.05736340582370758, 0.016561228781938553, 0.17389090359210968, 0.06642437726259232, 0.07647062093019485, 0.014032009989023209, 0.09729794412851334, 0.027779489755630493, 0.10956878960132599, 0.01908748783171177, 0.09502416849136353, 0.16730505228042603, 0.13753192126750946, 0.07509622722864151, 0.1093326061964035, 0.00815526396036148, 0.07538427412509918, 0.07797089964151382, 0.04945576563477516, 0.08593123406171799, 0.07729857414960861, 0.2689780294895172]
+ISM average value: 0.0905828195810318
+prompt_ism_sample_std: 0.051363744008353716
+FDR list: [0.3125, 0.0, 0.125, 0.0, 0.25, 0.1875, 0.1875, 0.25, 0.0625, 0.4375, 0.125, 0.25, 0.0625, 0.0, 0.0625, 0.0625, 0.125, 0.1875, 0.3125, 0.4375, 0.375, 0.375, 0.0625, 0.0, 0.25, 0.0, 0.0625, 0.75, 0.0, 0.5, 0.3125, 0.1875, 0.0, 0.1875, 0.5, 0.3125, 0.125, 0.3125, 0.25, 0.1875, 0.1875, 0.3125, 0.0, 0.0, 0.4375, 0.375, 0.125, 0.5, 0.625, 0.125]
+FDR average value: 0.2175
+prompt_fdr_sample_std: 0.18045435852371114

evaluation_outputs/ipadapter-plus_sdxl_ipadapter,ipadapter-plus,photomaker_VGGFace2_cosine_w0.5_num100_alpha0.005_eps16_input224_yingbu-gaussian-noise0.1_sr/protected_output_original_input_ArcFace.txt

@@ -0,0 +1,25 @@
+FDR Mean
+[0.0, 0.0, 0.0, 0.0, 0.03125, 0.0, 0.0, 0.0, 0.0, 0.03125, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.09375, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.03125, 0.0, 0.0, 0.0, 0.0, 0.0, 0.03125, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]
+0.004375
+FDR sample std
+0.01547762127085689
+ISM Mean
+[0.3147289454936981, 0.34283652901649475, 0.31075558066368103, 0.26982733607292175, 0.37861089408397675, 0.2825494557619095, 0.34990261495113373, 0.5369278788566589, 0.27789247035980225, 0.5003982484340668, 0.3878217339515686, 0.4840325713157654, 0.43051400780677795, 0.3053584694862366, 0.27778545022010803, 0.31324657797813416, 0.28387312591075897, 0.4299577325582504, 0.36104971170425415, 0.2530638352036476, 0.3122967928647995, 0.4257962107658386, 0.39564016461372375, 0.4186848998069763, 0.39161965250968933, 0.33610107004642487, 0.3244495242834091, 0.36226360499858856, 0.3055763840675354, 0.306149959564209, 0.4599110633134842, 0.3950148820877075, 0.3780623823404312, 0.21011488139629364, 0.32330748438835144, 0.2860708385705948, 0.2781420201063156, 0.1515091434121132, 0.2924932837486267, 0.3818633258342743, 0.3207843154668808, 0.31620708107948303, 0.3800925314426422, 0.21024668216705322, 0.21925195306539536, 0.3071683347225189, 0.22326304018497467, 0.45376119017601013, 0.27476106584072113, 0.42135508358478546]
+0.33906184032559394
+ISM sample std
+0.08002707186635433
+ISM and FDR for Each Prompt:
+a_photo_of_person
+ISM list: [0.2955734431743622, 0.3355638086795807, 0.2995944917201996, 0.28939083218574524, 0.3713977634906769, 0.28902900218963623, 0.3537676930427551, 0.5396885275840759, 0.30196335911750793, 0.500460684299469, 0.3648208975791931, 0.4660624861717224, 0.4314943552017212, 0.3303537368774414, 0.2685992419719696, 0.2974456548690796, 0.2688749432563782, 0.4366922080516815, 0.3581395447254181, 0.27587106823921204, 0.3039899468421936, 0.45546525716781616, 0.390449196100235, 0.37402909994125366, 0.401623398065567, 0.3515288233757019, 0.34645047783851624, 0.3446742594242096, 0.3063027560710907, 0.3084453344345093, 0.48278552293777466, 0.38512203097343445, 0.3764703571796417, 0.20051990449428558, 0.2854714095592499, 0.2739580273628235, 0.2762683629989624, 0.14615726470947266, 0.28884565830230713, 0.39060917496681213, 0.3185155987739563, 0.32128968834877014, 0.37318122386932373, 0.2298823744058609, 0.20681802928447723, 0.30030709505081177, 0.22276940941810608, 0.48833468556404114, 0.2623595893383026, 0.4064690172672272]
+ISM average value: 0.3378775343298912
+prompt_ism_sample_std: 0.08192769888759903
+FDR list: [0.0, 0.0, 0.0, 0.0, 0.0625, 0.0, 0.0, 0.0, 0.0, 0.0625, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0625, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0625, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0625, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]
+FDR average value: 0.00625
+prompt_fdr_sample_std: 0.018940360210353953
+a_dslr_portrait_of_person
+ISM list: [0.33388444781303406, 0.3501092493534088, 0.3219166696071625, 0.25026383996009827, 0.3858240246772766, 0.27606990933418274, 0.34603753685951233, 0.5341672301292419, 0.25382158160209656, 0.5003358125686646, 0.4108225703239441, 0.5020026564598083, 0.4295336604118347, 0.28036320209503174, 0.28697165846824646, 0.3290475010871887, 0.29887130856513977, 0.42322325706481934, 0.3639598786830902, 0.2302566021680832, 0.3206036388874054, 0.3961271643638611, 0.4008311331272125, 0.463340699672699, 0.38161590695381165, 0.3206733167171478, 0.302448570728302, 0.37985295057296753, 0.3048500120639801, 0.3038545846939087, 0.4370366036891937, 0.4049077332019806, 0.3796544075012207, 0.2197098582983017, 0.361143559217453, 0.2981836497783661, 0.2800156772136688, 0.15686102211475372, 0.2961409091949463, 0.37311747670173645, 0.3230530321598053, 0.3111244738101959, 0.3870038390159607, 0.19061098992824554, 0.23168587684631348, 0.3140295743942261, 0.22375667095184326, 0.4191876947879791, 0.28716254234313965, 0.43624114990234375]
+ISM average value: 0.3402461463212967
+prompt_ism_sample_std: 0.08138817747507619
+FDR list: [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.125, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]
+FDR average value: 0.0025
+prompt_fdr_sample_std: 0.017677669529663684

evaluation_outputs/ipadapter-plus_sdxl_ipadapter,ipadapter-plus,photomaker_VGGFace2_cosine_w0.5_num100_alpha0.005_eps16_input224_yingbu/protected_output_original_input_ArcFace.txt

@@ -0,0 +1,25 @@
+FDR Mean
+[0.375, 0.0, 0.3125, 0.0, 0.15625, 0.0625, 0.21875, 0.4375, 0.21875, 0.3125, 0.21875, 0.15625, 0.1875, 0.0, 0.1875, 0.21875, 0.15625, 0.21875, 0.0, 0.25, 0.125, 0.25, 0.1875, 0.125, 0.125, 0.0, 0.25, 0.34375, 0.03125, 0.3125, 0.15625, 0.03125, 0.03125, 0.1875, 0.375, 0.25, 0.1875, 0.125, 0.4375, 0.25, 0.1875, 0.15625, 0.0, 0.125, 0.46875, 0.21875, 0.0625, 0.4375, 0.4375, 0.375]
+0.19875
+FDR sample std
+0.13284682179572266
+ISM Mean
+[0.0594473909586668, 0.07930568419396877, 0.0129851084202528, 0.041399539448320866, 0.08783188089728355, 0.11762308329343796, 0.12255381047725677, 0.03573815617710352, 0.004327977309003472, 0.11672171205282211, 0.10114633664488792, 0.00927648600190878, 0.071550652384758, 0.026495136320590973, 0.09236786141991615, 0.016048914985731244, 0.09481075778603554, 0.03396556619554758, 0.043804675340652466, 0.09153808653354645, 0.20580458641052246, 0.012758393306285143, 0.040573008358478546, 0.014011702965945005, 0.04690474271774292, 0.1185494214296341, 0.0944717638194561, 0.12360924482345581, 0.05556403286755085, 0.05986073240637779, 0.1743461862206459, 0.07213587313890457, 0.08354978263378143, 0.02299877954646945, 0.11316068843007088, 0.031723649241030216, 0.10990728437900543, 0.021619835402816534, 0.12444112822413445, 0.12032018974423409, 0.12577519193291664, 0.10309651121497154, 0.08073998615145683, 0.028080495074391365, 0.06655390933156013, 0.08490646630525589, 0.005951783081400208, 0.07905426621437073, 0.06428259611129761, 0.2387261912226677]
+0.07564834479097043
+ISM sample std
+0.05073982755770502
+ISM and FDR for Each Prompt:
+a_photo_of_person
+ISM list: [0.0413014255464077, 0.06152104213833809, 0.008702969178557396, 0.0526612251996994, 0.08012064546346664, 0.1170407310128212, 0.11215600371360779, 0.025150084868073463, -0.005771209020167589, 0.11559338122606277, 0.1010853722691536, 0.009248756803572178, 0.07402534037828445, 0.01434854045510292, 0.08450857549905777, 0.0072688390500843525, 0.07099822163581848, 0.013249902054667473, 0.0405670627951622, 0.07608795166015625, 0.20446117222309113, 0.010321442037820816, 0.04246671870350838, 0.020475855097174644, 0.04204714670777321, 0.12092991918325424, 0.07865063846111298, 0.1288633644580841, 0.04634818062186241, 0.05246080458164215, 0.17448152601718903, 0.0738711953163147, 0.07518257945775986, 0.009482092224061489, 0.1338115930557251, 0.04500294476747513, 0.11542300134897232, 0.011708109639585018, 0.14780066907405853, 0.11328954249620438, 0.12271767109632492, 0.11120599508285522, 0.09774532169103622, 0.026014475151896477, 0.08406951278448105, 0.07730043679475784, 0.0002511542697902769, 0.07795868813991547, 0.04814142733812332, 0.2392047941684723]
+ISM average value: 0.07263105667836499
+prompt_ism_sample_std: 0.05371522652573919
+FDR list: [0.3125, 0.0, 0.375, 0.0, 0.125, 0.0625, 0.25, 0.4375, 0.1875, 0.25, 0.25, 0.1875, 0.25, 0.0, 0.1875, 0.25, 0.1875, 0.1875, 0.0, 0.1875, 0.0625, 0.3125, 0.3125, 0.1875, 0.25, 0.0, 0.25, 0.375, 0.0625, 0.3125, 0.125, 0.0, 0.0625, 0.25, 0.3125, 0.1875, 0.1875, 0.1875, 0.625, 0.25, 0.1875, 0.25, 0.0, 0.125, 0.5, 0.1875, 0.125, 0.375, 0.375, 0.375]
+FDR average value: 0.21
+prompt_fdr_sample_std: 0.13875815842901723
+a_dslr_portrait_of_person
+ISM list: [0.0775933563709259, 0.09709032624959946, 0.017267247661948204, 0.03013785369694233, 0.09554311633110046, 0.11820543557405472, 0.13295161724090576, 0.046326227486133575, 0.014427163638174534, 0.11785004287958145, 0.10120730102062225, 0.00930421520024538, 0.06907596439123154, 0.038641732186079025, 0.10022714734077454, 0.024828990921378136, 0.1186232939362526, 0.05468123033642769, 0.04704228788614273, 0.10698822140693665, 0.2071480005979538, 0.01519534457474947, 0.038679298013448715, 0.007547550834715366, 0.05176233872771263, 0.11616892367601395, 0.11029288917779922, 0.11835512518882751, 0.06477988511323929, 0.06726066023111343, 0.17421084642410278, 0.07040055096149445, 0.09191698580980301, 0.03651546686887741, 0.09250978380441666, 0.018444353714585304, 0.10439156740903854, 0.03153156116604805, 0.10108158737421036, 0.1273508369922638, 0.12883271276950836, 0.09498702734708786, 0.06373465061187744, 0.030146514996886253, 0.04903830587863922, 0.09251249581575394, 0.01165241189301014, 0.08014984428882599, 0.0804237648844719, 0.2382475882768631]
+ISM average value: 0.0786656329035759
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+FDR list: [0.4375, 0.0, 0.25, 0.0, 0.1875, 0.0625, 0.1875, 0.4375, 0.25, 0.375, 0.1875, 0.125, 0.125, 0.0, 0.1875, 0.1875, 0.125, 0.25, 0.0, 0.3125, 0.1875, 0.1875, 0.0625, 0.0625, 0.0, 0.0, 0.25, 0.3125, 0.0, 0.3125, 0.1875, 0.0625, 0.0, 0.125, 0.4375, 0.3125, 0.1875, 0.0625, 0.25, 0.25, 0.1875, 0.0625, 0.0, 0.125, 0.4375, 0.25, 0.0, 0.5, 0.5, 0.375]
+FDR average value: 0.1875
+prompt_fdr_sample_std: 0.14779415497541828

evaluation_outputs/ipadapter-plus_sdxl_ipadapter,ipadapter-plus,photomaker_VGGFace2_cosine_w0.5_num100_alpha0.005_eps16_input512_yingbu_grdipure/protected_output_original_input_ArcFace.txt

@@ -0,0 +1,25 @@
+FDR Mean
+[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.03125, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.03125, 0.0, 0.0, 0.0, 0.0, 0.0]
+0.00125
+FDR sample std
+0.006185895741317419
+ISM Mean
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+0.18635753975715488
+ISM sample std
+0.06967548459635557
+ISM and FDR for Each Prompt:
+a_photo_of_person
+ISM list: [0.10675891488790512, 0.20123398303985596, 0.15162013471126556, 0.10145843029022217, 0.23757123947143555, 0.17891286313533783, 0.19814205169677734, 0.29066506028175354, 0.15982499718666077, 0.36080819368362427, 0.18476393818855286, 0.28898823261260986, 0.2829570770263672, 0.25162720680236816, 0.16171866655349731, 0.12695476412773132, 0.12391902506351471, 0.19128482043743134, 0.17969825863838196, 0.09058255702257156, 0.21529005467891693, 0.21969053149223328, 0.22826549410820007, 0.19130541384220123, 0.33011820912361145, 0.21661894023418427, 0.1413276195526123, 0.22828014194965363, 0.2617659866809845, 0.1970045119524002, 0.3212040662765503, 0.1763705313205719, 0.23880606889724731, 0.08184956014156342, 0.20625832676887512, 0.10963313281536102, 0.18277175724506378, 0.03540579602122307, 0.24969448149204254, 0.23819616436958313, 0.21043385565280914, 0.18495535850524902, 0.26627498865127563, 0.10282953828573227, 0.09695754200220108, 0.16251209378242493, 0.11973746865987778, 0.25033414363861084, 0.12626205384731293, 0.30133774876594543]
+ISM average value: 0.19521963991224767
+prompt_ism_sample_std: 0.07111148474126129
+FDR list: [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0625, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0625, 0.0, 0.0, 0.0, 0.0, 0.0]
+FDR average value: 0.0025
+prompt_fdr_sample_std: 0.012371791482634838
+a_dslr_portrait_of_person
+ISM list: [0.12507474422454834, 0.20662909746170044, 0.1707298308610916, 0.08707252144813538, 0.17277203500270844, 0.19675852358341217, 0.1986093521118164, 0.31743064522743225, 0.16839125752449036, 0.3528909981250763, 0.1587735414505005, 0.23593385517597198, 0.31258708238601685, 0.21660740673542023, 0.2478315681219101, 0.08622471243143082, 0.11663181334733963, 0.17179380357265472, 0.15430650115013123, 0.11432808637619019, 0.2141007035970688, 0.12819775938987732, 0.25387829542160034, 0.22066819667816162, 0.19430705904960632, 0.12943865358829498, 0.183805912733078, 0.2953468859195709, 0.2008785456418991, 0.14531958103179932, 0.3362710773944855, 0.16442829370498657, 0.20965617895126343, 0.05847492069005966, 0.20705546438694, 0.033518798649311066, 0.16981938481330872, 0.0709533765912056, 0.1332143098115921, 0.22797322273254395, 0.21773236989974976, 0.14514581859111786, 0.20214185118675232, 0.0037678233347833157, 0.09211114048957825, 0.1501070111989975, 0.06559935212135315, 0.2502440810203552, 0.13399045169353485, 0.2252480834722519]
+ISM average value: 0.1774954396020621
+prompt_ism_sample_std: 0.07550220746539328
+FDR list: [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]
+FDR average value: 0.0
+prompt_fdr_sample_std: 0.0

evaluation_outputs/ipadapter-plus_sdxl_ipadapter,ipadapter-plus,photomaker_VGGFace2_cosine_w1_num100_alpha0.005_eps16_input224_mist_jpeg75/protected_output_original_input_ArcFace.txt

@@ -0,0 +1,25 @@
+FDR Mean
+[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.03125, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]
+0.000625
+FDR sample std
+0.004419417382415921
+ISM Mean
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+0.16187594993039967
+ISM sample std
+0.06926222172241316
+ISM and FDR for Each Prompt:
+a_photo_of_person
+ISM list: [0.024639582261443138, 0.07971329987049103]
+ISM average value: 0.05217644106596708
+prompt_ism_sample_std: 0.038942999186510736
+FDR list: [0.0, 0.0]
+FDR average value: 0.0
+prompt_fdr_sample_std: 0.0
+a_dslr_portrait_of_person
+ISM list: [0.09818001836538315, 0.09811262041330338]
+ISM average value: 0.09814631938934326
+prompt_ism_sample_std: 4.765754895369342e-05
+FDR list: [0.0, 0.0]
+FDR average value: 0.0
+prompt_fdr_sample_std: 0.0

evaluation_outputs/ipadapter-plus_sdxl_ipadapter,ipadapter-plus,photomaker_VGGFace2_gau,none_kernel7_cosine_w0.5_num100_alpha0.005_eps16_input224_yingbu/protected_output_original_input_ArcFace.txt

@@ -0,0 +1,25 @@
+FDR Mean
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+0.045625
+FDR sample std
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+ISM Mean
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+0.08554975955630653
+ISM sample std
+0.04849115828840278
+ISM and FDR for Each Prompt:
+a_photo_of_person
+ISM list: [0.10033192485570908, 0.12717969715595245, 0.061382438987493515, 0.03889162838459015, 0.09323327988386154, 0.1187177374958992, 0.1030646562576294, 0.10970304906368256, 0.06789708137512207, 0.12451677769422531, 0.08912957459688187, 0.0014684939524158835, 0.09680990874767303, 0.14261935651302338, 0.09298133105039597, 0.049066539853811264, 0.09528923034667969, 0.08019696176052094, 0.07456853985786438, 0.04113103076815605, 0.18111304938793182, 0.03872019425034523, 0.0028833935502916574, 0.02095104195177555, 0.12062279134988785, 0.09821141511201859, 0.12080386281013489, 0.11543496698141098, 0.08308374881744385, 0.04632636159658432, 0.19541431963443756, 0.08636142313480377, 0.09998536854982376, -0.0016221445985138416, 0.12360140681266785, 0.036985721439123154, 0.1350264847278595, 0.04116244614124298, 0.06843975931406021, 0.14129236340522766, 0.1480119228363037, 0.10879573225975037, 0.16622944176197052, 0.020047057420015335, 0.030530523508787155, 0.06877748668193817, 0.02158532291650772, 0.09188317507505417, 0.0485052727162838, 0.17983925342559814]
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+FDR list: [0.0625, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0625, 0.0, 0.125, 0.0625, 0.0, 0.0625, 0.0625, 0.0, 0.0, 0.0, 0.0, 0.125, 0.0, 0.0625, 0.125, 0.0, 0.0, 0.0625, 0.0625, 0.0, 0.125, 0.0, 0.0, 0.0625, 0.0, 0.1875, 0.125, 0.125, 0.0625, 0.25, 0.0, 0.0, 0.0, 0.0, 0.0, 0.125, 0.0, 0.0, 0.0, 0.125, 0.0]
+FDR average value: 0.04125
+prompt_fdr_sample_std: 0.06004090867305153
+a_dslr_portrait_of_person
+ISM list: [0.1426592767238617, 0.12235891073942184, 0.005387136712670326, 0.05568217858672142, 0.059281643480062485, 0.10191018879413605, 0.08500267565250397, 0.11261793971061707, 0.04726162552833557, 0.1783999651670456, 0.13673825562000275, 0.008531256578862667, 0.12939634919166565, 0.08447347581386566, 0.08344762027263641, 0.011374671012163162, 0.031287048012018204, 0.09299051016569138, 0.0961487740278244, 0.09264210611581802, 0.2284797579050064, 0.04916997253894806, 0.001854520058259368, 0.04402554780244827, 0.04078546538949013, 0.1256203055381775, 0.09288900345563889, 0.10839278995990753, 0.10177741944789886, 0.05574573948979378, 0.22320006787776947, 0.06658069044351578, 0.060565654188394547, 0.028038978576660156, 0.11055857688188553, 0.04028831422328949, 0.11904352903366089, 0.02377363294363022, 0.07886185497045517, 0.1479455977678299, 0.15908142924308777, 0.08625023812055588, 0.11805889010429382, 0.006064620800316334, 0.06085160747170448, 0.04779151827096939, 0.01666836440563202, 0.10129553824663162, 0.037383634597063065, 0.14915868639945984]
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+FDR average value: 0.05
+prompt_fdr_sample_std: 0.09780759955449396

evaluation_outputs/ipadapter-plus_sdxl_ipadapter,ipadapter-plus,photomaker_VGGFace2_gau,none_kernel7_cosine_w1_num100_alpha0.005_eps16_input224_yingbu/protected_output_original_input_ArcFace.txt

@@ -0,0 +1,25 @@
+FDR Mean
+[0.0, 0.0, 0.0625, 0.0, 0.0, 0.0, 0.125, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0625, 0.03125, 0.0, 0.0, 0.0, 0.0, 0.03125, 0.03125, 0.0, 0.1875, 0.03125, 0.03125, 0.03125, 0.0, 0.0625, 0.0, 0.0, 0.0, 0.03125, 0.0625, 0.0, 0.0, 0.0, 0.0, 0.03125, 0.0, 0.0, 0.03125, 0.03125, 0.0625]
+0.01875
+FDR sample std
+0.03571428571428571
+ISM Mean
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+0.07176029144786299
+ISM sample std
+0.04752619519293634
+ISM and FDR for Each Prompt:
+a_photo_of_person
+ISM list: [0.06354932487010956, 0.02531629428267479, 0.0372481606900692, 0.07861063629388809, 0.06731504946947098, 0.10189633071422577, 0.11885901540517807, 0.0403461754322052, 0.07384582608938217, 0.11939430981874466, 0.054651401937007904, 0.0003108149394392967, 0.02289959229528904, 0.015424799174070358, 0.06504685431718826, 0.08449722826480865, 0.08436792343854904, 0.07007057219743729, -0.033012084662914276, 0.07142189145088196, 0.15720245242118835, 0.04225540906190872, 0.03013397380709648, 0.05790033936500549, 0.05116361379623413, 0.09119435399770737, 0.0898764505982399, 0.018100595101714134, 0.13592921197414398, 0.02953047677874565, 0.2105604112148285, 0.06666368991136551, 0.13695679605007172, -0.03588046133518219, 0.11282303184270859, 0.012065117247402668, 0.1438460499048233, 0.03587796539068222, 0.07715893536806107, 0.05613056942820549, 0.12495280802249908, 0.10350430756807327, 0.11791753023862839, 0.07275015115737915, 0.04548691213130951, 0.06123550236225128, 0.07985028624534607, 0.06722774356603622, 0.0036336169578135014, 0.13344056904315948]
+ISM average value: 0.06983097051270307
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+FDR average value: 0.025
+prompt_fdr_sample_std: 0.041878712141280625
+a_dslr_portrait_of_person
+ISM list: [0.06921054422855377, 0.06892381608486176, 0.037116970866918564, 0.07364090532064438, 0.07415314763784409, 0.11888270825147629, 0.09601175785064697, 0.014444105327129364, 0.08325199037790298, 0.09131160378456116, 0.06723754853010178, 0.04433680698275566, 0.03243595361709595, 0.03316951543092728, 0.08243453502655029, 0.10184421390295029, 0.08685334026813507, 0.05281277000904083, -0.013039709068834782, 0.054971661418676376, 0.1949351727962494, 0.060354724526405334, 0.08020982891321182, -0.0015739863738417625, 0.0998421385884285, 0.08880375325679779, 0.09315371513366699, 0.11116836965084076, 0.14251205325126648, 0.01521468535065651, 0.21507790684700012, 0.03450162336230278, 0.09059849381446838, -0.04433589428663254, 0.15016035735607147, 0.020840181037783623, 0.13973325490951538, 0.007746496703475714, 0.050637997686862946, 0.06753251701593399, 0.1671556830406189, 0.08565019071102142, 0.11902124434709549, 0.07589715719223022, 0.03034653142094612, 0.05429527908563614, 0.08522337675094604, 0.06385744363069534, 0.009649884887039661, 0.10626625269651413]
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+FDR average value: 0.0125
+prompt_fdr_sample_std: 0.045526959942792725

evaluation_outputs/ipadapter-plus_sdxl_ipadapter,ipadapter-plus,photomaker_VGGFace2_hflip0_kernel7_gau1_cosine_w0.5_num100_alpha0.005_eps16_input224_yingbu_jpeg75/protected_output_original_input_ArcFace.txt

@@ -0,0 +1,25 @@
+FDR Mean
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+0.000625
+FDR sample std
+0.004419417382415921
+ISM Mean
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+0.13550129811279477
+ISM sample std
+0.05147692647096696
+ISM and FDR for Each Prompt:
+a_photo_of_person
+ISM list: [0.12091976404190063, 0.13182362914085388]
+ISM average value: 0.12637169659137726
+prompt_ism_sample_std: 0.007710196952613166
+FDR list: [0.0, 0.0]
+FDR average value: 0.0
+prompt_fdr_sample_std: 0.0
+a_dslr_portrait_of_person
+ISM list: [0.12470613420009613, 0.08723686635494232]
+ISM average value: 0.10597150027751923
+prompt_ism_sample_std: 0.026494773379403314
+FDR list: [0.0, 0.0]
+FDR average value: 0.0
+prompt_fdr_sample_std: 0.0

evaluation_outputs/ipadapter-plus_sdxl_ipadapter,ipadapter-plus,photomaker_VGGFace2_hflip0_kernel7_gau1_cosine_w0.5_num100_alpha0.005_eps16_input512_yingbu_grdipure/protected_output_original_input_ArcFace.txt

@@ -0,0 +1,25 @@
+FDR Mean
+[0.09375, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0625, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.03125, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.125, 0.0, 0.0]
+0.00625
+FDR sample std
+0.0236227795630767
+ISM Mean
+[0.09394339472055435, 0.1386028528213501, 0.08234365656971931, 0.05897735059261322, 0.12328672036528587, 0.11363429576158524, 0.1472650095820427, 0.15086285769939423, 0.08995050564408302, 0.23759542405605316, 0.14226869493722916, 0.06884559243917465, 0.15999630093574524, 0.15863576531410217, 0.18290603905916214, 0.10913069546222687, 0.09429485350847244, 0.12869561836123466, 0.10257703438401222, 0.05717173404991627, 0.17368171364068985, 0.14103532955050468, 0.10088636726140976, 0.09667801856994629, 0.19963649660348892, 0.15223440527915955, 0.09675419330596924, 0.16233903169631958, 0.16529323160648346, 0.10494385659694672, 0.23349304497241974, 0.10639950260519981, 0.14343532919883728, 0.005763126537203789, 0.11603366583585739, 0.03572202380746603, 0.09560148790478706, 0.05474883131682873, 0.11991547048091888, 0.18255873024463654, 0.1466624140739441, 0.13804086297750473, 0.11503665521740913, 0.014035167172551155, 0.06609725393354893, 0.11942650750279427, 0.06352363806217909, 0.14615362137556076, 0.08152952790260315, 0.24095572531223297]
+0.12119199253618718
+ISM sample std
+0.05186269408538095
+ISM and FDR for Each Prompt:
+a_photo_of_person
+ISM list: [0.10940209776163101, 0.07848469167947769]
+ISM average value: 0.09394339472055435
+prompt_ism_sample_std: 0.02186190749738882
+FDR list: [0.0625, 0.125]
+FDR average value: 0.09375
+prompt_fdr_sample_std: 0.04419417382415922
+a_dslr_portrait_of_person
+ISM list: [0.12597481906414032, 0.15123088657855988]
+ISM average value: 0.1386028528213501
+prompt_ism_sample_std: 0.01785873660555134
+FDR list: [0.0, 0.0]
+FDR average value: 0.0
+prompt_fdr_sample_std: 0.0

evaluation_outputs/ipadapter-plus_sdxl_ipadapter,ipadapter-plus,photomaker_new-CelebA-HQ_cosine_w1_num100_alpha0.005_eps16_input224_mist/protected_output_original_input_ArcFace.txt

@@ -0,0 +1,25 @@
+FDR Mean
+[0.0625, 0.25, 0.125, 0.25, 0.34375, 0.0, 0.03125, 0.25, 0.125, 0.0, 0.1875, 0.03125, 0.0, 0.09375, 0.1875, 0.25, 0.09375, 0.09375, 0.0625, 0.0625, 0.03125, 0.09375, 0.0, 0.0, 0.28125, 0.1875, 0.09375, 0.0, 0.0, 0.0, 0.0, 0.09375, 0.25, 0.0625, 0.0, 0.03125, 0.03125, 0.1875, 0.0, 0.125, 0.0, 0.21875, 0.3125, 0.1875, 0.15625, 0.09375, 0.0, 0.0, 0.25, 0.0]
+0.10375
+FDR sample std
+0.10188748045500678
+ISM Mean
+[0.05302773229777813, 0.08321201428771019, -0.007545912638306618, 0.03334187809377909, -0.004557689680950716, 0.0405019735917449, 0.07200538367033005, 0.08365197107195854, 0.05575050227344036, 0.029500887729227543, -0.017009661998599768, -0.007592740235850215, -0.06993337348103523, 0.031046499963849783, 0.06353873759508133, 0.03826496936380863, 0.025885785929858685, 0.000917176716029644, 0.05797775089740753, 0.033442189916968346, 0.09585945308208466, 0.032184941694140434, -0.023489930666983128, 0.0913362167775631, 0.053027454763650894, -0.039163561537861824, 0.03951680846512318, 0.015100509859621525, 0.016390186734497547, -0.02506228629499674, 0.07086376287043095, 0.13267793878912926, 0.029782498255372047, 0.08731522783637047, 0.06802905164659023, 0.053127700462937355, 0.090524110943079, 0.013896718388423324, 0.09202207252383232, -0.04418989457190037, 0.013574725249782205, 0.005559401120990515, -0.07802433148026466, 0.04298129118978977, -0.043737130239605904, 0.060957739129662514, -0.046213965862989426, 0.020948022603988647, -0.04369734134525061, 0.0785745233297348]
+0.029121959781623446
+ISM sample std
+0.047629371867839304
+ISM and FDR for Each Prompt:
+a_photo_of_person
+ISM list: [0.030357230454683304, 0.07944901287555695, 0.007877940312027931, 0.04800425469875336, -0.008598159067332745, 0.055020950734615326, 0.08319254219532013, 0.0834568589925766, 0.05635807663202286, 0.027234019711613655, -0.015059537254273891, -0.01211521402001381, -0.07182732224464417, 0.04674217104911804, 0.07221759110689163, 0.03419499844312668, 0.024961499497294426, -0.00408901134505868, 0.050191909074783325, 0.041414108127355576, 0.10709996521472931, 0.03872528299689293, -0.011049045249819756, 0.06933208554983139, 0.05138522759079933, -0.03985586389899254, 0.04205726832151413, 0.020026251673698425, 0.018493859097361565, -0.02278459072113037, 0.08445634692907333, 0.14541982114315033, 0.03033185936510563, 0.09407027065753937, 0.08056280016899109, 0.034937333315610886, 0.10256098955869675, -0.003165880683809519, 0.07458880543708801, -0.050200507044792175, 0.001977792475372553, -0.009991736151278019, -0.08331272751092911, 0.05477485805749893, -0.049783047288656235, 0.05198809131979942, -0.047351740300655365, 0.03164045140147209, -0.058971673250198364, 0.06168661266565323]
+ISM average value: 0.028972661616280676
+prompt_ism_sample_std: 0.05006012339272531
+FDR list: [0.0625, 0.25, 0.125, 0.25, 0.375, 0.0, 0.0625, 0.3125, 0.125, 0.0, 0.1875, 0.0, 0.0, 0.125, 0.1875, 0.25, 0.1875, 0.125, 0.125, 0.125, 0.0625, 0.125, 0.0, 0.0, 0.3125, 0.1875, 0.125, 0.0, 0.0, 0.0, 0.0, 0.125, 0.375, 0.125, 0.0, 0.0625, 0.0, 0.1875, 0.0, 0.1875, 0.0, 0.3125, 0.375, 0.3125, 0.1875, 0.125, 0.0, 0.0, 0.25, 0.0]
+FDR average value: 0.12625
+prompt_fdr_sample_std: 0.11944947057399695
+a_dslr_portrait_of_person
+ISM list: [0.07569823414087296, 0.08697501569986343, -0.022969765588641167, 0.018679501488804817, -0.0005172202945686877, 0.025982996448874474, 0.060818225145339966, 0.08384708315134048, 0.055142927914857864, 0.03176775574684143, -0.018959786742925644, -0.0030702664516866207, -0.0680394247174263, 0.015350828878581524, 0.05485988408327103, 0.042334940284490585, 0.026810072362422943, 0.005923364777117968, 0.06576359272003174, 0.025470271706581116, 0.08461894094944, 0.02564460039138794, -0.0359308160841465, 0.1133403480052948, 0.05466968193650246, -0.03847125917673111, 0.036976348608732224, 0.010174768045544624, 0.01428651437163353, -0.027339981868863106, 0.05727117881178856, 0.11993605643510818, 0.029233137145638466, 0.08056018501520157, 0.05549530312418938, 0.07131806761026382, 0.07848723232746124, 0.030959317460656166, 0.10945533961057663, -0.03817928209900856, 0.025171658024191856, 0.02111053839325905, -0.07273593544960022, 0.031187724322080612, -0.03769121319055557, 0.0699273869395256, -0.045076191425323486, 0.010255593806505203, -0.02842300944030285, 0.09546243399381638]
+ISM average value: 0.029271257946966216
+prompt_ism_sample_std: 0.0475604802638114
+FDR list: [0.0625, 0.25, 0.125, 0.25, 0.3125, 0.0, 0.0, 0.1875, 0.125, 0.0, 0.1875, 0.0625, 0.0, 0.0625, 0.1875, 0.25, 0.0, 0.0625, 0.0, 0.0, 0.0, 0.0625, 0.0, 0.0, 0.25, 0.1875, 0.0625, 0.0, 0.0, 0.0, 0.0, 0.0625, 0.125, 0.0, 0.0, 0.0, 0.0625, 0.1875, 0.0, 0.0625, 0.0, 0.125, 0.25, 0.0625, 0.125, 0.0625, 0.0, 0.0, 0.25, 0.0]
+FDR average value: 0.08125
+prompt_fdr_sample_std: 0.09470180105176976

evaluation_outputs/ipadapter_sdxl_ASPL_ace_VGGFace2_SD15_mist/protected_output_original_input_ArcFace.txt

@@ -0,0 +1,25 @@
+FDR Mean
+[0.0, 0.15625, 0.0, 0.0, 0.125, 0.0, 0.09375, 0.0, 0.09375, 0.4375, 0.0, 0.15625, 0.0, 0.0, 0.09375]
+0.07708333333333334
+FDR sample std
+0.11744267852060952
+ISM Mean
+[0.24811944365501404, 0.343153640627861, 0.23925717920064926, 0.33811166882514954, 0.26656995713710785, 0.3179696053266525, 0.31246036291122437, 0.24380256980657578, 0.314737468957901, 0.25526048243045807, 0.22850733995437622, 0.23781421780586243, 0.19205014407634735, 0.1617945358157158, 0.337372750043869]
+0.26913209110498426
+ISM sample std
+0.05574509667039412
+ISM and FDR for Each Prompt:
+a_photo_of_person
+ISM list: [0.23999714851379395, 0.3625292479991913, 0.23460164666175842, 0.3132770359516144, 0.2510278820991516, 0.31721368432044983, 0.3142249286174774, 0.23634593188762665, 0.31421414017677307, 0.22991684079170227, 0.2143031358718872, 0.23303711414337158, 0.20628780126571655, 0.1611795574426651, 0.35295939445495605]
+ISM average value: 0.26540769934654235
+prompt_ism_sample_std: 0.05901712410819909
+FDR list: [0.0, 0.125, 0.0, 0.0, 0.125, 0.0, 0.0625, 0.0, 0.0625, 0.375, 0.0, 0.125, 0.0, 0.0, 0.125]
+FDR average value: 0.06666666666666667
+prompt_fdr_sample_std: 0.10151383907531783
+a_dslr_portrait_of_person
+ISM list: [0.25624173879623413, 0.32377803325653076, 0.2439127117395401, 0.3629463016986847, 0.2821120321750641, 0.3187255263328552, 0.3106957972049713, 0.2512592077255249, 0.31526079773902893, 0.28060412406921387, 0.24271154403686523, 0.24259132146835327, 0.17781248688697815, 0.16240951418876648, 0.321786105632782]
+ISM average value: 0.27285648286342623
+prompt_ism_sample_std: 0.055561878596860674
+FDR list: [0.0, 0.1875, 0.0, 0.0, 0.125, 0.0, 0.125, 0.0, 0.125, 0.5, 0.0, 0.1875, 0.0, 0.0, 0.0625]
+FDR average value: 0.0875
+prompt_fdr_sample_std: 0.1352906923205415

evaluation_outputs/ipadapter_sdxl_ipadapter,ipadapter-plus,photomaker_VGGFace2_cosine_w0.25_num100_alpha0.005_eps16_input224_max/protected_output_original_input_ArcFace.txt

@@ -0,0 +1,25 @@
+FDR Mean
+[0.03125, 0.15625, 0.0, 0.3125, 0.0625, 0.0, 0.125, 0.125, 0.0625, 0.0, 0.15625, 0.03125, 0.0625, 0.03125, 0.0625, 0.0, 0.1875, 0.0, 0.0, 0.0625, 0.0, 0.0, 0.0, 0.03125, 0.25, 0.15625, 0.03125, 0.21875, 0.09375, 0.0, 0.0, 0.125, 0.0, 0.125, 0.0625, 0.125, 0.21875, 0.0625, 0.3125, 0.03125, 0.1875, 0.0625, 0.21875, 0.1875, 0.25, 0.125, 0.1875, 0.0625, 0.09375, 0.0625]
+0.095
+FDR sample std
+0.08837932796895945
+ISM Mean
+[0.0813301969319582, 0.014681180939078331, 0.06590739265084267, 0.11995583027601242, 0.0741904154419899, 0.02603469230234623, 0.2119830772280693, 0.1146654337644577, -0.053865280002355576, 0.10220839828252792, 0.08203936740756035, 0.10464289784431458, 0.10759710520505905, 0.06803683936595917, 0.021904381923377514, 0.06570550426840782, 0.03514656890183687, 0.014233230846002698, 0.020258966833353043, 0.22716361284255981, 0.10489345714449883, 0.05829899199306965, 0.07401883043348789, 0.04953761212527752, 0.08873823657631874, 0.14739812165498734, 0.03426326718181372, 0.10604873672127724, 0.12814630940556526, 0.09053761512041092, 0.02372601442039013, 0.13706088066101074, 0.05889097601175308, -0.0064091968815773726, 0.040549175813794136, 0.09841443970799446, 0.19165486842393875, 0.08398537710309029, 0.1475079283118248, 0.04622694291174412, 0.0728081502020359, 0.14758871495723724, 0.08478249981999397, 0.03430354781448841, -0.025780742056667805, 0.019376663491129875, 0.032202632166445255, 0.050955018028616905, 0.12666969373822212, 0.13742674887180328]
+0.07775282650254667
+ISM sample std
+0.05695209952559891
+ISM and FDR for Each Prompt:
+a_photo_of_person
+ISM list: [0.10158354043960571, 0.008695155382156372, 0.06762710958719254, 0.11834978312253952, 0.08058742433786392, 0.033557262271642685, 0.22221215069293976, 0.12546758353710175, -0.025920182466506958, 0.10419227182865143, 0.09897368401288986, 0.11973024159669876, 0.11529558151960373, 0.06582508236169815, 0.0201986376196146, 0.06666211783885956, 0.03922535851597786, 0.0035319761373102665, 0.029179353266954422, 0.2408394068479538, 0.12302571535110474, 0.05727425590157509, 0.08605843782424927, 0.04497654736042023, 0.08927928656339645, 0.15051892399787903, 0.040536001324653625, 0.09821081161499023, 0.1365102380514145, 0.09096242487430573, 0.026283107697963715, 0.14681777358055115, 0.05318004637956619, -0.009373566135764122, 0.047907546162605286, 0.1026344746351242, 0.19348981976509094, 0.08411360532045364, 0.14085260033607483, 0.05573153868317604, 0.08427421003580093, 0.14350421726703644, 0.10406528413295746, 0.022762835025787354, -0.031182672828435898, 0.022817909717559814, 0.033227864652872086, 0.07092399895191193, 0.12942281365394592, 0.14797832071781158]
+ISM average value: 0.08245195818133652
+prompt_ism_sample_std: 0.05851566909775654
+FDR list: [0.0, 0.125, 0.0, 0.3125, 0.0625, 0.0, 0.125, 0.0625, 0.0625, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.25, 0.0, 0.0, 0.0625, 0.0, 0.0, 0.0, 0.0625, 0.1875, 0.1875, 0.0, 0.1875, 0.0625, 0.0, 0.0, 0.0625, 0.0, 0.0625, 0.0625, 0.0625, 0.1875, 0.0625, 0.3125, 0.0, 0.125, 0.0625, 0.125, 0.125, 0.1875, 0.125, 0.1875, 0.0, 0.0, 0.0625]
+FDR average value: 0.07125
+prompt_fdr_sample_std: 0.08564915680393176
+a_dslr_portrait_of_person
+ISM list: [0.061076853424310684, 0.02066720649600029, 0.0641876757144928, 0.12156187742948532, 0.06779340654611588, 0.018512122333049774, 0.20175400376319885, 0.10386328399181366, -0.0818103775382042, 0.10022452473640442, 0.06510505080223083, 0.08955555409193039, 0.09989862889051437, 0.07024859637022018, 0.023610126227140427, 0.06474889069795609, 0.031067779287695885, 0.02493448555469513, 0.011338580399751663, 0.21348781883716583, 0.08676119893789291, 0.05932372808456421, 0.06197922304272652, 0.05409867689013481, 0.08819718658924103, 0.14427731931209564, 0.02799053303897381, 0.11388666182756424, 0.11978238075971603, 0.09011280536651611, 0.021168921142816544, 0.12730398774147034, 0.06460190564393997, -0.003444827627390623, 0.033190805464982986, 0.09419440478086472, 0.18981991708278656, 0.08385714888572693, 0.15416325628757477, 0.036722347140312195, 0.061342090368270874, 0.15167321264743805, 0.06549971550703049, 0.04584426060318947, -0.02037881128489971, 0.015935417264699936, 0.031177399680018425, 0.030986037105321884, 0.12391657382249832, 0.12687517702579498]
+ISM average value: 0.07305369482375682
+prompt_ism_sample_std: 0.05668291927727804
+FDR list: [0.0625, 0.1875, 0.0, 0.3125, 0.0625, 0.0, 0.125, 0.1875, 0.0625, 0.0, 0.3125, 0.0625, 0.125, 0.0625, 0.125, 0.0, 0.125, 0.0, 0.0, 0.0625, 0.0, 0.0, 0.0, 0.0, 0.3125, 0.125, 0.0625, 0.25, 0.125, 0.0, 0.0, 0.1875, 0.0, 0.1875, 0.0625, 0.1875, 0.25, 0.0625, 0.3125, 0.0625, 0.25, 0.0625, 0.3125, 0.25, 0.3125, 0.125, 0.1875, 0.125, 0.1875, 0.0625]
+FDR average value: 0.11875
+prompt_fdr_sample_std: 0.10583276420651518

evaluation_outputs/ipadapter_sdxl_ipadapter,ipadapter-plus,photomaker_VGGFace2_cosine_w0.25_num100_alpha0.005_eps16_input224_yingbu/protected_output_original_input_ArcFace.txt

@@ -0,0 +1,25 @@
+FDR Mean
+[0.625, 0.6875, 0.65625, 0.53125, 0.34375, 0.53125, 0.5, 0.5625, 0.5, 0.5, 0.625, 0.53125, 0.75, 0.5625, 0.78125, 0.46875, 0.6875, 0.4375, 0.625, 0.6875, 0.5, 0.875, 0.625, 0.6875, 0.90625, 0.625, 0.46875, 0.6875, 0.59375, 0.65625, 0.4375, 0.65625, 0.53125, 0.6875, 0.46875, 0.65625, 0.53125, 0.6875, 0.65625, 0.4375, 0.78125, 0.40625, 0.34375, 0.71875, 0.5625, 0.65625, 0.625, 0.90625, 0.75, 0.5]
+0.604375
+FDR sample std
+0.13101138416417196
+ISM Mean
+[0.06528100743889809, 0.04988638125360012, -0.0015657376497983932, 0.06102750822901726, 0.0795297659933567, 0.11915013939142227, 0.14265436679124832, 0.07972628623247147, 0.013595119584351778, 0.10213115811347961, 0.1279636137187481, 0.00047146505676209927, 0.0678305383771658, 0.07177635282278061, 0.08654186129570007, 0.03999698627740145, 0.11612822860479355, 0.06526853889226913, 0.06261974573135376, 0.0849289633333683, 0.2154465615749359, 0.07272982224822044, 0.03070200700312853, 0.0403841536026448, 0.0161899346858263, 0.09541001543402672, 0.07478811964392662, 0.13946906477212906, 0.06433679535984993, 0.07876333221793175, 0.14106984436511993, 0.06757329776883125, 0.061154983937740326, 0.060755655169487, 0.11133356392383575, 0.10306354984641075, 0.11571542918682098, -0.007631709100678563, 0.11020873486995697, 0.1554834544658661, 0.09783771634101868, 0.08459990099072456, 0.07381384819746017, 0.014240620657801628, 0.07285520434379578, 0.07057807967066765, 0.028484442736953497, 0.07602893561124802, 0.04033146891742945, 0.2182537391781807]
+0.07917825714219362
+ISM sample std
+0.047637848669860955
+ISM and FDR for Each Prompt:
+a_photo_of_person
+ISM list: [0.046921998262405396, 0.0598565936088562, -0.00933428481221199, 0.06289304792881012, 0.0830497294664383, 0.11307160556316376, 0.14076869189739227, 0.08804824948310852, 0.013471012935042381, 0.10565678030252457, 0.11374977976083755, -0.00529660377651453, 0.07343243807554245, 0.07976671308279037, 0.08570963144302368, 0.02826526202261448, 0.14098405838012695, 0.07277051359415054, 0.0430581271648407, 0.06497234851121902, 0.22601424157619476, 0.07680630683898926, 0.02832159958779812, 0.005978090222924948, 0.0323798693716526, 0.10033340007066727, 0.06464513391256332, 0.1419501155614853, 0.06980489939451218, 0.06439812481403351, 0.11719043552875519, 0.0693502202630043, 0.05211930721998215, 0.08706500381231308, 0.11716078221797943, 0.11269649118185043, 0.11430196464061737, -0.007452420890331268, 0.09298264980316162, 0.15532296895980835, 0.10018964856863022, 0.0960841104388237, 0.06314464658498764, 0.045162320137023926, 0.062330104410648346, 0.09200769662857056, 0.042011916637420654, 0.057328641414642334, 0.02908930741250515, 0.22388628125190735]
+ISM average value: 0.07868839100934565
+prompt_ism_sample_std: 0.049498784975378254
+FDR list: [0.5625, 0.5625, 0.625, 0.5, 0.375, 0.5, 0.4375, 0.4375, 0.4375, 0.4375, 0.5625, 0.5, 0.6875, 0.375, 0.75, 0.3125, 0.625, 0.375, 0.625, 0.625, 0.4375, 0.9375, 0.6875, 0.625, 0.8125, 0.5625, 0.4375, 0.625, 0.5625, 0.5625, 0.375, 0.625, 0.5, 0.625, 0.375, 0.6875, 0.375, 0.5625, 0.625, 0.4375, 0.75, 0.375, 0.1875, 0.75, 0.5625, 0.5625, 0.5625, 0.875, 0.6875, 0.375]
+FDR average value: 0.54875
+prompt_fdr_sample_std: 0.15009032144624362
+a_dslr_portrait_of_person
+ISM list: [0.08364001661539078, 0.03991616889834404, 0.006202809512615204, 0.059161968529224396, 0.07600980252027512, 0.1252286732196808, 0.14454004168510437, 0.07140432298183441, 0.013719226233661175, 0.09860553592443466, 0.14217744767665863, 0.006239533890038729, 0.06222863867878914, 0.06378599256277084, 0.08737409114837646, 0.051728710532188416, 0.09127239882946014, 0.057766564190387726, 0.08218136429786682, 0.10488557815551758, 0.20487888157367706, 0.06865333765745163, 0.03308241441845894, 0.07479021698236465, 0, 0.09048663079738617, 0.08493110537528992, 0.13698801398277283, 0.05886869132518768, 0.09312853962182999, 0.16494925320148468, 0.0657963752746582, 0.0701906606554985, 0.03444630652666092, 0.10550634562969208, 0.09343060851097107, 0.1171288937330246, -0.007810997311025858, 0.12743481993675232, 0.15564393997192383, 0.09548578411340714, 0.07311569154262543, 0.08448304980993271, -0.01668107882142067, 0.0833803042769432, 0.04914846271276474, 0.01495696883648634, 0.0947292298078537, 0.051573630422353745, 0.21262119710445404]
+ISM average value: 0.07966812327504158
+prompt_ism_sample_std: 0.049449128002598715
+FDR list: [0.6875, 0.8125, 0.6875, 0.5625, 0.3125, 0.5625, 0.5625, 0.6875, 0.5625, 0.5625, 0.6875, 0.5625, 0.8125, 0.75, 0.8125, 0.625, 0.75, 0.5, 0.625, 0.75, 0.5625, 0.8125, 0.5625, 0.75, 1, 0.6875, 0.5, 0.75, 0.625, 0.75, 0.5, 0.6875, 0.5625, 0.75, 0.5625, 0.625, 0.6875, 0.8125, 0.6875, 0.4375, 0.8125, 0.4375, 0.5, 0.6875, 0.5625, 0.75, 0.6875, 0.9375, 0.8125, 0.625]
+FDR average value: 0.66
+prompt_fdr_sample_std: 0.13252839510913908

evaluation_outputs/ipadapter_sdxl_ipadapter,ipadapter-plus,photomaker_VGGFace2_cosine_w0.5_num100_alpha0.005_eps16_input224_yingbu-gaussian-noise0.1_sr/protected_output_original_input_ArcFace.txt

@@ -0,0 +1,25 @@
+FDR Mean
+[0.3125, 0.0, 0.25, 0.0, 0.03125, 0.0, 0.1875, 0.0, 0.0, 0.0, 0.03125, 0.0, 0.3125, 0.0, 0.09375, 0.03125, 0.0, 0.0625, 0.0, 0.0625, 0.03125, 0.125, 0.09375, 0.03125]
+0.06901041666666667
+FDR sample std
+0.09881222528126887
+ISM Mean
+[0.34830115735530853, 0.2643522322177887, 0.25627459585666656, 0.27886785566806793, 0.3473963737487793, 0.2098294422030449, 0.35946981608867645, 0.26588281989097595, 0.3009890615940094, 0.21353651583194733, 0.3208187073469162, 0.2416163980960846, 0.24648571759462357, 0.2540665492415428, 0.3655090630054474, 0.28003281354904175, 0.23381151258945465, 0.24129287153482437, 0.19449719041585922, 0.2966194599866867, 0.13146057724952698, 0.2673925757408142, 0.15012948215007782, 0.3123113363981247]
+0.2658726718897621
+ISM sample std
+0.06083543011779061
+ISM and FDR for Each Prompt:
+a_photo_of_person
+ISM list: [0.3475637137889862, 0.26502561569213867, 0.23672810196876526, 0.28176045417785645, 0.3403363823890686, 0.20974032580852509, 0.3354387879371643, 0.2752769887447357, 0.2851599156856537, 0.20428559184074402, 0.3295173943042755, 0.2307325303554535, 0.2382807582616806, 0.26395314931869507, 0.36791419982910156, 0.3053710162639618, 0.258402019739151, 0.25050604343414307, 0.21271561086177826, 0.2911473512649536, 0.138273686170578, 0.2643184959888458, 0.13826709985733032, 0.32255077362060547]
+ISM average value: 0.26638608363767463
+prompt_ism_sample_std: 0.06011481225402822
+FDR list: [0.3125, 0.0, 0.1875, 0.0, 0.0625, 0.0, 0.1875, 0.0, 0.0, 0.0, 0.0, 0.0, 0.3125, 0.0, 0.0625, 0.0, 0.0, 0.0, 0.0, 0.0625, 0.0, 0.125, 0.0625, 0.0]
+FDR average value: 0.057291666666666664
+prompt_fdr_sample_std: 0.09737845452561414
+a_dslr_portrait_of_person
+ISM list: [0.34903860092163086, 0.2636788487434387, 0.27582108974456787, 0.2759752571582794, 0.35445636510849, 0.2099185585975647, 0.3835008442401886, 0.2564886510372162, 0.3168182075023651, 0.22278743982315063, 0.3121200203895569, 0.2525002658367157, 0.25469067692756653, 0.24417994916439056, 0.3631039261817932, 0.2546946108341217, 0.2092210054397583, 0.23207969963550568, 0.17627876996994019, 0.3020915687084198, 0.12464746832847595, 0.2704666554927826, 0.16199186444282532, 0.3020718991756439]
+ISM average value: 0.2653592601418495
+prompt_ism_sample_std: 0.06417364127265478
+FDR list: [0.3125, 0.0, 0.3125, 0.0, 0.0, 0.0, 0.1875, 0.0, 0.0, 0.0, 0.0625, 0.0, 0.3125, 0.0, 0.125, 0.0625, 0.0, 0.125, 0.0, 0.0625, 0.0625, 0.125, 0.125, 0.0625]
+FDR average value: 0.08072916666666667
+prompt_fdr_sample_std: 0.10503487817890765

evaluation_outputs/ipadapter_sdxl_ipadapter,ipadapter-plus,photomaker_VGGFace2_cosine_w0.75_num100_alpha0.005_eps16_input224_max/protected_output_original_input_ArcFace.txt

@@ -0,0 +1,25 @@
+FDR Mean
+[0.1875, 0.5625, 0.40625, 0.15625, 0.1875, 0.125, 0.28125, 0.1875, 0.0, 0.0, 0.125, 0.25, 0.40625, 0.40625, 0.15625, 0.0625, 0.3125, 0.09375, 0.1875, 0.15625, 0.03125, 0.4375, 0.0625, 0.03125, 0.25, 0.0625, 0.0625, 0.125, 0.21875, 0.25, 0.0, 0.0625, 0.21875, 0.3125, 0.25, 0.375, 0.15625, 0.1875, 0.4375, 0.15625, 0.3125, 0.1875, 0.125, 0.21875, 0.25, 0.375, 0.28125, 0.40625, 0.25, 0.125]
+0.209375
+FDR sample std
+0.1324697332585517
+ISM Mean
+[0.14032769948244095, 0.023139012046158314, 0.04872888885438442, 0.08317107707262039, 0.10429475456476212, 0.08418203517794609, 0.12039319425821304, 0.03915931470692158, 0.05707010626792908, 0.17256750911474228, 0.04955936595797539, 0.06818649917840958, 0.042587436735630035, 0.06980720907449722, 0.027127869427204132, 0.11381550505757332, 0.13219653069972992, 0.0686427429318428, 0.017370687914080918, 0.20678387582302094, 0.09713420644402504, -0.04608159698545933, 0.034259138628840446, 0.039228941313922405, 0.057895954698324203, 0.12327136844396591, 0.07947856932878494, 0.08799133822321892, 0.08321713656187057, 0.06147787161171436, 0.11527755111455917, 0.10331268236041069, 0.08311185613274574, 0.02420867420732975, 0.09232765063643456, 0.045797914266586304, 0.1536828577518463, 0.0390717051923275, 0.09580310806632042, 0.07975812628865242, 0.11994481086730957, 0.12488285824656487, 0.10216755792498589, 0.03046359959989786, 0.05840887501835823, 0.09950609132647514, -0.010084819979965687, 0.03317101765424013, 0.10971315205097198, 0.15916946530342102]
+0.07893357953289523
+ISM sample std
+0.04766690400711259
+ISM and FDR for Each Prompt:
+a_photo_of_person
+ISM list: [0.14188741147518158, 0.06096358969807625, 0.04223252460360527, 0.07963099330663681, 0.11350023001432419, 0.08958517760038376, 0.12939567863941193, 0.03579077497124672, 0.07131601870059967, 0.15980537235736847, 0.061972346156835556, 0.06375777721405029, 0.0467204675078392, 0.08650507032871246, 0.022840064018964767, 0.11924781650304794, 0.1320090889930725, 0.06334090232849121, 0.03243430331349373, 0.19365736842155457, 0.10076180100440979, -0.037638209760189056, 0.03410526365041733, 0.0492827482521534, 0.05611490085721016, 0.12670569121837616, 0.08747494220733643, 0.09960665553808212, 0.08487606793642044, 0.05335012450814247, 0.127456396818161, 0.09955088049173355, 0.08478578180074692, 0.040963027626276016, 0.11012151837348938, 0.03894240781664848, 0.1682000607252121, 0.026214100420475006, 0.08427923172712326, 0.07527991384267807, 0.11333319544792175, 0.12410251051187515, 0.11741434037685394, 0.027172790840268135, 0.05366584658622742, 0.10579657554626465, -0.037209928035736084, 0.04414103180170059, 0.10566949844360352, 0.16219951212406158]
+ISM average value: 0.08146623309701681
+prompt_ism_sample_std: 0.047820183462704044
+FDR list: [0.1875, 0.5625, 0.4375, 0.0625, 0.125, 0.0625, 0.1875, 0.125, 0.0, 0.0, 0.125, 0.25, 0.375, 0.375, 0.1875, 0.0625, 0.3125, 0.125, 0.125, 0.125, 0.0625, 0.375, 0.0625, 0.0, 0.25, 0.0, 0.0, 0.125, 0.1875, 0.1875, 0.0, 0.0, 0.25, 0.1875, 0.1875, 0.375, 0.25, 0.1875, 0.375, 0.125, 0.25, 0.1875, 0.0625, 0.1875, 0.25, 0.3125, 0.25, 0.4375, 0.1875, 0.125]
+FDR average value: 0.185
+prompt_fdr_sample_std: 0.13360675621435636
+a_dslr_portrait_of_person
+ISM list: [0.13876798748970032, -0.01468556560575962, 0.055225253105163574, 0.08671116083860397, 0.09508927911520004, 0.07877889275550842, 0.11139070987701416, 0.042527854442596436, 0.042824193835258484, 0.1853296458721161, 0.03714638575911522, 0.07261522114276886, 0.03845440596342087, 0.05310934782028198, 0.0314156748354435, 0.1083831936120987, 0.13238397240638733, 0.0739445835351944, 0.002307072514668107, 0.2199103832244873, 0.09350661188364029, -0.0545249842107296, 0.034413013607263565, 0.029175134375691414, 0.05967700853943825, 0.11983704566955566, 0.07148219645023346, 0.07637602090835571, 0.08155820518732071, 0.06960561871528625, 0.10309870541095734, 0.10707448422908783, 0.08143793046474457, 0.007454320788383484, 0.07453378289937973, 0.052653420716524124, 0.13916565477848053, 0.05192930996417999, 0.10732698440551758, 0.08423633873462677, 0.1265564262866974, 0.12566320598125458, 0.08692077547311783, 0.03375440835952759, 0.06315190345048904, 0.09321560710668564, 0.01704028807580471, 0.02220100350677967, 0.11375680565834045, 0.15613941848278046]
+ISM average value: 0.07640092596877367
+prompt_ism_sample_std: 0.04991048380791248
+FDR list: [0.1875, 0.5625, 0.375, 0.25, 0.25, 0.1875, 0.375, 0.25, 0.0, 0.0, 0.125, 0.25, 0.4375, 0.4375, 0.125, 0.0625, 0.3125, 0.0625, 0.25, 0.1875, 0.0, 0.5, 0.0625, 0.0625, 0.25, 0.125, 0.125, 0.125, 0.25, 0.3125, 0.0, 0.125, 0.1875, 0.4375, 0.3125, 0.375, 0.0625, 0.1875, 0.5, 0.1875, 0.375, 0.1875, 0.1875, 0.25, 0.25, 0.4375, 0.3125, 0.375, 0.3125, 0.125]
+FDR average value: 0.23375
+prompt_fdr_sample_std: 0.14386364185915632

evaluation_outputs/ipadapter_sdxl_ipadapter,ipadapter-plus,photomaker_VGGFace2_cosine_w0_num100_alpha0.005_eps16_input224_mist/protected_output_original_input_ArcFace.txt

@@ -0,0 +1,25 @@
+FDR Mean
+[0.625, 0.625, 0.59375, 0.375, 0.78125, 0.75, 0.59375, 0.5625, 0.28125, 0.34375, 0.34375, 0.28125, 0.4375, 0.5, 0.59375, 0.5, 0.40625, 0.1875, 0.46875, 0.53125, 0.625, 0.5, 0.59375, 0.59375, 0.75, 0.5625, 0.53125, 0.46875, 0.5625, 0.21875, 0.8125, 0.5, 0.5, 0.40625, 0.71875, 0.4375, 0.625, 0.59375, 0.59375, 0.40625, 0.3125, 0.375, 0.5625, 0.46875, 0.46875, 0.5, 0.46875, 0.6875, 0.28125, 0.625]
+0.510625
+FDR sample std
+0.1436376557451394
+ISM Mean
+[0.03657730482518673, 0.08414419367909431, 0.0958536621183157, 0.17718170583248138, 0.1329270303249359, 0.18638627231121063, 0.2577114701271057, 0.10030562430620193, 0.09712794423103333, 0.11629833281040192, 0.13664602860808372, 0.02728345524519682, 0.14427550137043, 0.1051793061196804, 0.1223989687860012, 0.045035066083073616, 0.06756728328764439, 0.08215302973985672, 0.08747197315096855, 0.06730327010154724, 0.1686643362045288, 0.13658003136515617, 0.07917719520628452, 0.05675839073956013, 0.09171492233872414, 0.15769139677286148, 0.11601248756051064, 0.09531443938612938, 0.06764424964785576, 0.11634970083832741, 0.21482080966234207, 0.14055094867944717, 0.15489967539906502, 0.07184241712093353, 0.09644701704382896, 0.10393208265304565, 0.16566292941570282, 0.08425337076187134, 0.18777843564748764, 0.1563008949160576, 0.18182335793972015, 0.12569063529372215, 0.13875190913677216, 0.09993794187903404, 0.09804857149720192, 0.059519676491618156, 0.10790856927633286, 0.14795447885990143, 0.057291433215141296, 0.3138476461172104]
+0.1192599474824965
+ISM sample std
+0.05495658759165395
+ISM and FDR for Each Prompt:
+a_photo_of_person
+ISM list: [0.03952473774552345, 0.07819938659667969, 0.05802520737051964, 0.15561968088150024, 0.1406230628490448, 0.18613186478614807, 0.21819058060646057, 0.10654719173908234, 0.10345136374235153, 0.10382674634456635, 0.14919574558734894, 0.03818054497241974, 0.12534630298614502, 0.08656635135412216, 0.12836718559265137, 0.048158690333366394, 0.07826115936040878, 0.081787109375, 0.09059488028287888, 0.08710215985774994, 0.1790526956319809, 0.1230187937617302, 0.046291496604681015, 0.0659293457865715, 0.08788701891899109, 0.16311269998550415, 0.11778128147125244, 0.10500223934650421, 0.06945540010929108, 0.10274981707334518, 0.23973597586154938, 0.14739520847797394, 0.1212272122502327, 0.05554438382387161, 0.0900154858827591, 0.09831985831260681, 0.1560382843017578, 0.06341628730297089, 0.2007908821105957, 0.16370096802711487, 0.17876751720905304, 0.13877341151237488, 0.1574571281671524, 0.10188187658786774, 0.08599724620580673, 0.06512221693992615, 0.10102131962776184, 0.12987922132015228, 0.059002235531806946, 0.3162597119808197]
+ISM average value: 0.11668654344975948
+prompt_ism_sample_std: 0.05547398010022827
+FDR list: [0.5625, 0.5625, 0.5625, 0.3125, 0.875, 0.6875, 0.5625, 0.5, 0.3125, 0.375, 0.3125, 0.25, 0.375, 0.5, 0.5625, 0.5, 0.375, 0.125, 0.5, 0.5625, 0.625, 0.3125, 0.5, 0.625, 0.6875, 0.5, 0.5, 0.375, 0.5, 0.125, 0.875, 0.5, 0.3125, 0.375, 0.6875, 0.4375, 0.5625, 0.5, 0.625, 0.3125, 0.25, 0.375, 0.5625, 0.5, 0.5625, 0.4375, 0.4375, 0.6875, 0.25, 0.625]
+FDR average value: 0.48
+prompt_fdr_sample_std: 0.16192007980759507
+a_dslr_portrait_of_person
+ISM list: [0.033629871904850006, 0.09008900076150894, 0.13368211686611176, 0.19874373078346252, 0.12523099780082703, 0.1866406798362732, 0.29723235964775085, 0.09406405687332153, 0.09080452471971512, 0.1287699192762375, 0.12409631162881851, 0.0163863655179739, 0.16320469975471497, 0.12379226088523865, 0.11643075197935104, 0.04191144183278084, 0.05687340721487999, 0.08251895010471344, 0.08434906601905823, 0.04750438034534454, 0.15827597677707672, 0.15014126896858215, 0.11206289380788803, 0.04758743569254875, 0.09554282575845718, 0.1522700935602188, 0.11424369364976883, 0.08562663942575455, 0.06583309918642044, 0.12994958460330963, 0.18990564346313477, 0.1337066888809204, 0.18857213854789734, 0.08814045041799545, 0.10287854820489883, 0.1095443069934845, 0.17528757452964783, 0.10509045422077179, 0.17476598918437958, 0.1489008218050003, 0.18487919867038727, 0.11260785907506943, 0.1200466901063919, 0.09799400717020035, 0.1100998967885971, 0.053917136043310165, 0.11479581892490387, 0.16602973639965057, 0.05558063089847565, 0.3114355802536011]
+ISM average value: 0.12183335151523352
+prompt_ism_sample_std: 0.058335416447429685
+FDR list: [0.6875, 0.6875, 0.625, 0.4375, 0.6875, 0.8125, 0.625, 0.625, 0.25, 0.3125, 0.375, 0.3125, 0.5, 0.5, 0.625, 0.5, 0.4375, 0.25, 0.4375, 0.5, 0.625, 0.6875, 0.6875, 0.5625, 0.8125, 0.625, 0.5625, 0.5625, 0.625, 0.3125, 0.75, 0.5, 0.6875, 0.4375, 0.75, 0.4375, 0.6875, 0.6875, 0.5625, 0.5, 0.375, 0.375, 0.5625, 0.4375, 0.375, 0.5625, 0.5, 0.6875, 0.3125, 0.625]
+FDR average value: 0.54125
+prompt_fdr_sample_std: 0.14649932959378542

evaluation_outputs/ipadapter_sdxl_ipadapter,ipadapter-plus,photomaker_VGGFace2_cosine_w1_num100_alpha0.005_eps16_input224_mist_jpeg75/protected_output_original_input_ArcFace.txt

@@ -0,0 +1,25 @@
+FDR Mean
+[0.1875, 0.375, 0.1875, 0.125, 0.125, 0.15625, 0.3125, 0.53125, 0.1875, 0.125, 0.03125, 0.25, 0.1875, 0.21875, 0.09375, 0.0625, 0.0, 0.0, 0.0, 0.09375, 0.1875, 0.3125, 0.21875, 0.46875, 0.0625, 0.25, 0.15625, 0.34375, 0.25, 0.09375, 0.15625, 0.1875, 0.3125, 0.0625, 0.09375, 0.03125, 0.09375, 0.0, 0.4375, 0.1875, 0.15625, 0.1875, 0.15625, 0.09375, 0.375, 0.1875, 0.0, 0.65625, 0.125, 0.15625]
+0.185
+FDR sample std
+0.1414326298119009
+ISM Mean
+[0.07030719518661499, 0.10801387950778008, 0.026975133456289768, 0.08046943694353104, 0.2072332501411438, 0.16946565359830856, 0.1850244477391243, 0.030837385915219784, 0.07849086448550224, 0.1655215099453926, 0.1443006619811058, 0.045980554074048996, 0.07711682841181755, 0.04853571765124798, 0.11916658282279968, 0.0842384472489357, 0.11420771852135658, 0.07380920648574829, 0.06224516220390797, 0.05947432853281498, 0.2515323907136917, 0.12884289771318436, 0.12297621369361877, 0.026569867506623268, 0.21568738669157028, 0.1744067445397377, 0.0776205025613308, 0.11117168888449669, 0.12327375635504723, 0.07429113239049911, 0.20966756343841553, 0.1458107903599739, 0.21567409485578537, 0.07292581349611282, 0.1185562051832676, 0.05354893393814564, 0.11584671214222908, 0.06909837946295738, 0.19081216305494308, 0.1637798249721527, 0.1625813990831375, 0.11764194816350937, 0.09806166961789131, 0.08830240741372108, 0.08701369538903236, 0.05583884008228779, 0.07701072841882706, 0.19648826122283936, 0.06217644922435284, 0.24675369262695312]
+0.11610752236098051
+ISM sample std
+0.05949123986175337
+ISM and FDR for Each Prompt:
+a_photo_of_person
+ISM list: [0.0717114731669426, 0.06890291720628738]
+ISM average value: 0.07030719518661499
+prompt_ism_sample_std: 0.001985948965121199
+FDR list: [0.25, 0.125]
+FDR average value: 0.1875
+prompt_fdr_sample_std: 0.08838834764831845
+a_dslr_portrait_of_person
+ISM list: [0.09302973002195358, 0.12299802899360657]
+ISM average value: 0.10801387950778008
+prompt_ism_sample_std: 0.021190787423481666
+FDR list: [0.3125, 0.4375]
+FDR average value: 0.375
+prompt_fdr_sample_std: 0.08838834764831845

evaluation_outputs/ipadapter_sdxl_ipadapter,ipadapter-plus,photomaker_VGGFace2_hflip0_kernel7_gau1_cosine_w0.5_num100_alpha0.005_eps16_input224_yingbu-gaussian-noise0.1_sr/protected_output_original_input_ArcFace.txt

@@ -0,0 +1,25 @@
+FDR Mean
+[0.25, 0.21875, 0.0625, 0.25, 0.28125, 0.09375, 0.15625, 0.25, 0.09375, 0.0625, 0.0625, 0.15625, 0.09375, 0.15625, 0.0625, 0.125, 0.09375, 0.0625, 0.3125, 0.09375, 0.09375, 0.125, 0.0625, 0.34375, 0.09375, 0.03125, 0.125, 0.5, 0.09375, 0.125, 0.125, 0.09375, 0.03125, 0.21875, 0.21875, 0.03125, 0.21875, 0.125, 0.34375, 0.0, 0.125, 0.1875, 0.21875, 0.0625, 0.1875, 0.375, 0.09375, 0.5, 0.25, 0.25]
+0.16375
+FDR sample std
+0.11391541572050515
+ISM Mean
+[0.1652238592505455, 0.25035201758146286, 0.1868172064423561, 0.17696639895439148, 0.2067771852016449, 0.1780603900551796, 0.2228834107518196, 0.2400120049715042, 0.09937598556280136, 0.34048041701316833, 0.21806108206510544, 0.23137488961219788, 0.22745294123888016, 0.18917904794216156, 0.17284176498651505, 0.12132015079259872, 0.09203286841511726, 0.15823889523744583, 0.17318201065063477, 0.17244672775268555, 0.2347421869635582, 0.22873961925506592, 0.2884329557418823, 0.25252580642700195, 0.2869243174791336, 0.15267221629619598, 0.20249734073877335, 0.19579732418060303, 0.2460288628935814, 0.15056775510311127, 0.2604759782552719, 0.0798136368393898, 0.20581520348787308, 0.10342657193541527, 0.20492060482501984, 0.0800902396440506, 0.12325567752122879, 0.14019937068223953, 0.21142590790987015, 0.14259184896945953, 0.1888745352625847, 0.19069503992795944, 0.1972508803009987, 0.06654651835560799, 0.15549812465906143, 0.07091406360268593, 0.19846374541521072, 0.31921230256557465, 0.08071674779057503, 0.20970707386732101]
+0.18583803422749043
+ISM sample std
+0.06354825718827756
+ISM and FDR for Each Prompt:
+a_photo_of_person
+ISM list: [0.18335549533367157, 0.14709222316741943]
+ISM average value: 0.1652238592505455
+prompt_ism_sample_std: 0.02564200565677027
+FDR list: [0.1875, 0.3125]
+FDR average value: 0.25
+prompt_fdr_sample_std: 0.08838834764831845
+a_dslr_portrait_of_person
+ISM list: [0.24086304008960724, 0.2598409950733185]
+ISM average value: 0.25035201758146286
+prompt_ism_sample_std: 0.013419440662035254
+FDR list: [0.25, 0.1875]
+FDR average value: 0.21875
+prompt_fdr_sample_std: 0.04419417382415922

evaluation_outputs/ipadapter_sdxl_ipadapter,ipadapter-plus,photomaker_VGGFace2_hflip0_kernel7_gau1_cosine_w0.5_num100_alpha0.005_eps16_input224_yingbu_jpeg75/protected_output_original_input_ArcFace.txt

@@ -0,0 +1,25 @@
+FDR Mean
+[0.5, 0.46875, 0.59375, 0.59375, 0.25, 0.5625, 0.3125, 0.65625, 0.3125, 0.625, 0.34375, 0.59375, 0.375, 0.21875, 0.5625, 0.4375, 0.34375, 0.53125, 0.40625, 0.75, 0.28125, 0.59375, 0.65625, 0.5, 0.46875, 0.4375, 0.5, 0.75, 0.5625, 0.40625, 0.6875, 0.53125, 0.1875, 0.59375, 0.65625, 0.3125, 0.59375, 0.4375, 0.5625, 0.46875, 0.53125, 0.40625, 0.375, 0.1875, 0.5625, 0.4375, 0.25, 0.75, 0.5, 0.4375]
+0.48125
+FDR sample std
+0.14643945952550647
+ISM Mean
+[0.06348511204123497, 0.0704725868999958, -0.004211868159472942, 0.08141496032476425, 0.07897607237100601, 0.13302479684352875, 0.13176683709025383, 0.011851033894345164, 0.04231134429574013, 0.11541228368878365, 0.07770547270774841, 0.044651228934526443, 0.09415110945701599, 0.09476079419255257, 0.09771035239100456, 0.018824991304427385, 0.11602216586470604, 0.08661382645368576, 0.09821951761841774, 0.10507838428020477, 0.2322348952293396, 0.10318196192383766, 0.06644553691148758, 0.02130032889544964, 0.08536860346794128, 0.1321178376674652, 0.056084511801600456, 0.09973743557929993, 0.03284370992332697, 0.07558263093233109, 0.19204940646886826, 0.09025899693369865, 0.08731860667467117, 0.08123034238815308, 0.09501832351088524, 0.04212768096476793, 0.08810673654079437, 0.01471727155148983, 0.08188632130622864, 0.15381400287151337, 0.10435857623815536, 0.08170757070183754, 0.07767162472009659, 0.04386448115110397, 0.05036911927163601, 0.0965375155210495, 0.05801006592810154, 0.10460744798183441, 0.05407815799117088, 0.24041995406150818]
+0.08602581315208227
+ISM sample std
+0.04833672745898488
+ISM and FDR for Each Prompt:
+a_photo_of_person
+ISM list: [0.06491880863904953, 0.06205141544342041]
+ISM average value: 0.06348511204123497
+prompt_ism_sample_std: 0.002027553172957515
+FDR list: [0.625, 0.375]
+FDR average value: 0.5
+prompt_fdr_sample_std: 0.1767766952966369
+a_dslr_portrait_of_person
+ISM list: [0.06290005147457123, 0.07804512232542038]
+ISM average value: 0.0704725868999958
+prompt_ism_sample_std: 0.01070918230018615
+FDR list: [0.5, 0.4375]
+FDR average value: 0.46875
+prompt_fdr_sample_std: 0.04419417382415922

evaluation_outputs/ipadapter_sdxl_ipadapter,ipadapter-plus,photomaker_VGGFace2_hflip1_kernel7_gau1_cosine_w0.5_num100_alpha0.005_eps16_input224_yingbu/protected_output_original_input_ArcFace.txt

@@ -0,0 +1,25 @@
+FDR Mean
+[0.34375, 0.53125, 0.15625, 0.3125, 0.40625, 0.5, 0.4375, 0.5625, 0.3125, 0.21875, 0.375, 0.25, 0.3125, 0.40625, 0.3125, 0.25, 0.5625, 0.125, 0.34375, 0.46875, 0.46875, 0.53125, 0.40625, 0.4375, 0.46875, 0.375, 0.3125, 0.5625, 0.5, 0.5625, 0.6875, 0.375, 0.1875, 0.625, 0.375, 0.46875, 0.625, 0.59375, 0.4375, 0.15625, 0.59375, 0.3125, 0.3125, 0.46875, 0.65625, 0.71875, 0.4375, 0.71875, 0.5625, 0.625]
+0.435
+FDR sample std
+0.1507104772707713
+ISM Mean
+[0.030588507652282715, 0.07532671838998795, 0.026321563869714737, 0.0457435492426157, 0.10878181457519531, 0.12517011165618896, 0.12610047310590744, 0.07642778195440769, 0.0487526748329401, 0.1393592730164528, 0.12221577763557434, 0.05717669986188412, 0.10479064658284187, 0.05006506107747555, 0.08168284967541695, 0.050830407068133354, 0.12691644951701164, 0.04234081879258156, 0.03314455226063728, 0.08797873556613922, 0.2354208528995514, 0.061666904017329216, 0.10468752309679985, 0.02196618542075157, 0.09533147141337395, 0.08303028717637062, 0.10379885882139206, 0.09025837481021881, 0.09029964357614517, 0.07819675654172897, 0.18330304324626923, 0.06064789555966854, 0.06598396971821785, 0.037834201008081436, 0.09257321432232857, 0.06913721188902855, 0.1351177915930748, 0.04727591201663017, 0.0668525081127882, 0.10540373995900154, 0.12847847118973732, 0.07875530794262886, 0.08858155459165573, 0.03760831244289875, 0.0704621858894825, 0.09693729504942894, 0.07602952048182487, 0.14687475562095642, 0.058369677513837814, 0.28509679436683655]
+0.08911389373242855
+ISM sample std
+0.04984800124568566
+ISM and FDR for Each Prompt:
+a_photo_of_person
+ISM list: [0.023266877979040146, 0.08177405595779419, 0.01707206293940544, 0.04953128099441528, 0.10712224245071411, 0.11229880154132843, 0.12290897965431213, 0.11745445430278778, 0.0641317069530487, 0.12924286723136902, 0.11924438178539276, 0.05784183368086815, 0.09670910984277725, 0.0415722019970417, 0.07202048599720001, 0.048753105103969574, 0.13010083138942719, 0.03372148051857948, 0.0280570387840271, 0.08583447337150574, 0.2327229380607605, 0.08252369612455368, 0.10996538400650024, 0.010479066520929337, 0.075132355093956, 0.09471485763788223, 0.08727157860994339, 0.09017994999885559, 0.11434885114431381, 0.08768744021654129, 0.19293344020843506, 0.08497024327516556, 0.06333653628826141, 0.04371478036046028, 0.10875745117664337, 0.0571860745549202, 0.15069742500782013, 0.06025060638785362, 0.06174935773015022, 0.10748849809169769, 0.12312356382608414, 0.08609917759895325, 0.09451110661029816, 0.041698940098285675, 0.06504479795694351, 0.09696397930383682, 0.06423844397068024, 0.13954517245292664, 0.05642666667699814, 0.29686763882637024]
+ISM average value: 0.0903857658058405
+prompt_ism_sample_std: 0.051703464145170346
+FDR list: [0.375, 0.5, 0.125, 0.25, 0.375, 0.375, 0.4375, 0.5625, 0.3125, 0.125, 0.3125, 0.1875, 0.25, 0.375, 0.3125, 0.1875, 0.5, 0.125, 0.375, 0.4375, 0.4375, 0.5625, 0.375, 0.4375, 0.4375, 0.3125, 0.25, 0.5, 0.4375, 0.5, 0.625, 0.3125, 0.25, 0.5625, 0.375, 0.4375, 0.625, 0.625, 0.4375, 0.125, 0.5625, 0.1875, 0.1875, 0.4375, 0.6875, 0.6875, 0.375, 0.6875, 0.5, 0.5625]
+FDR average value: 0.4
+prompt_fdr_sample_std: 0.1572037219790983
+a_dslr_portrait_of_person
+ISM list: [0.037910137325525284, 0.0688793808221817, 0.03557106480002403, 0.041955817490816116, 0.11044138669967651, 0.1380414217710495, 0.12929196655750275, 0.0354011096060276, 0.0333736427128315, 0.14947567880153656, 0.12518717348575592, 0.056511566042900085, 0.1128721833229065, 0.05855792015790939, 0.09134521335363388, 0.052907709032297134, 0.1237320676445961, 0.05096015706658363, 0.03823206573724747, 0.0901229977607727, 0.23811876773834229, 0.04081011191010475, 0.09940966218709946, 0.03345330432057381, 0.1155305877327919, 0.07134571671485901, 0.12032613903284073, 0.09033679962158203, 0.06625043600797653, 0.06870607286691666, 0.1736726462841034, 0.036325547844171524, 0.06863140314817429, 0.03195362165570259, 0.07638897746801376, 0.0810883492231369, 0.11953815817832947, 0.03430121764540672, 0.07195565849542618, 0.10331898182630539, 0.1338333785533905, 0.07141143828630447, 0.0826520025730133, 0.033517684787511826, 0.07587957382202148, 0.09691061079502106, 0.08782059699296951, 0.1542043387889862, 0.06031268835067749, 0.27332594990730286]
+ISM average value: 0.08784202165901661
+prompt_ism_sample_std: 0.05074754786239192
+FDR list: [0.3125, 0.5625, 0.1875, 0.375, 0.4375, 0.625, 0.4375, 0.5625, 0.3125, 0.3125, 0.4375, 0.3125, 0.375, 0.4375, 0.3125, 0.3125, 0.625, 0.125, 0.3125, 0.5, 0.5, 0.5, 0.4375, 0.4375, 0.5, 0.4375, 0.375, 0.625, 0.5625, 0.625, 0.75, 0.4375, 0.125, 0.6875, 0.375, 0.5, 0.625, 0.5625, 0.4375, 0.1875, 0.625, 0.4375, 0.4375, 0.5, 0.625, 0.75, 0.5, 0.75, 0.625, 0.6875]
+FDR average value: 0.47
+prompt_fdr_sample_std: 0.15528528715935475

evaluation_outputs/ipadapter_sdxl_ipadapter,ipadapter-plus,photomaker_new-CelebA-HQ_cosine_w1_num100_alpha0.005_eps16_input224_mist/protected_output_original_input_ArcFace.txt

@@ -0,0 +1,25 @@
+FDR Mean
+[0.09375, 0.40625, 0.4375, 0.46875, 0.28125, 0.53125, 0.25, 0.375, 0.28125, 0.375, 0.0625, 0.25, 0.3125, 0.3125, 0.1875, 0.1875, 0.375, 0.15625, 0.46875, 0.4375, 0.375, 0.125, 0.03125, 0.125, 0.09375, 0.4375, 0.15625, 0.40625, 0.25, 0.03125, 0.21875, 0.21875, 0.3125, 0.21875, 0.3125, 0.34375, 0.5625, 0.4375, 0.3125, 0.1875, 0.28125, 0.53125, 0.21875, 0.0625, 0.375, 0.03125, 0.34375, 0.625, 0.3125, 0.25]
+0.28875
+FDR sample std
+0.146787452196872
+ISM Mean
+[0.10107773542404175, 0.030597777105867863, 0.0050589251331985, 0.05129167065024376, 0.09678568691015244, 0.08374077826738358, 0.09544330090284348, 0.09284224361181259, 0.15382327884435654, 0.0944630615413189, 0.005440141307190061, 0.07747993245720863, 0.011212064884603024, 0.10226829722523689, 0.059554243460297585, 0.09687714651226997, 0.03418676182627678, 0.010805581812746823, -0.0008024238049983978, 0.02561351004987955, 0.09263540059328079, 0.03692576661705971, 0.03000467363744974, 0.11669587716460228, 0.09172475710511208, 0.0429976275190711, 0.07772063463926315, 0.04504658840596676, 0.09765488281846046, 0.003920841554645449, 0.02551125641912222, 0.08372822776436806, 0.058600615710020065, 0.06232009641826153, 0.14388320595026016, 0.026774742640554905, 0.05989298038184643, 0.11213744804263115, 0.14507705718278885, -0.0006764696445316076, 0.033128686249256134, 0.027989625930786133, 0.0068868029629811645, 0.10151651129126549, 0.026678292080760002, 0.0735711082816124, 0.03763417713344097, 0.06326470896601677, 0.007481529843062162, 0.024785498157143593]
+0.059665457318769766
+ISM sample std
+0.041502074279835655
+ISM and FDR for Each Prompt:
+a_photo_of_person
+ISM list: [0.09733597189188004, 0.027730578556656837, 0.005490109324455261, 0.06284746527671814, 0.09066640585660934, 0.07767883688211441, 0.08289807289838791, 0.11805637180805206, 0.15339909493923187, 0.09423353523015976, 0.004596353974193335, 0.06755836308002472, -0.009961104020476341, 0.10534727573394775, 0.060417771339416504, 0.07160938531160355, 0.04501144587993622, 0.018894551321864128, 0.006548237055540085, 0.030443290248513222, 0.09886477142572403, 0.0502428263425827, 0.03978542983531952, 0.10915838927030563, 0.09379400312900543, 0.02494305558502674, 0.06570116430521011, 0.04273214191198349, 0.09215287119150162, 0.0007467885734513402, 0.03380487114191055, 0.09402486681938171, 0.07508780062198639, 0.061183903366327286, 0.15432612597942352, 0.02642769366502762, 0.052059564739465714, 0.11351701617240906, 0.14948086440563202, 0.006723711732774973, 0.03573954105377197, 0.02843244932591915, 0.010219987481832504, 0.09703202545642853, 0.031421225517988205, 0.06672466546297073, 0.04240356758236885, 0.06705629080533981, 0.021729055792093277, 0.02807832695543766]
+ISM average value: 0.06048794016474858
+prompt_ism_sample_std: 0.04115430593607302
+FDR list: [0.125, 0.4375, 0.4375, 0.4375, 0.25, 0.4375, 0.1875, 0.3125, 0.25, 0.25, 0.0625, 0.25, 0.1875, 0.25, 0.125, 0.1875, 0.3125, 0.1875, 0.5, 0.4375, 0.3125, 0.1875, 0.0625, 0.125, 0.125, 0.3125, 0.1875, 0.375, 0.1875, 0.0625, 0.125, 0.1875, 0.25, 0.1875, 0.25, 0.4375, 0.5625, 0.4375, 0.25, 0.1875, 0.3125, 0.5, 0.1875, 0.0625, 0.375, 0.0625, 0.3125, 0.625, 0.3125, 0.25]
+FDR average value: 0.26875
+prompt_fdr_sample_std: 0.13903938841426283
+a_dslr_portrait_of_person
+ISM list: [0.10481949895620346, 0.03346497565507889, 0.004627740941941738, 0.03973587602376938, 0.10290496796369553, 0.08980271965265274, 0.10798852890729904, 0.06762811541557312, 0.1542474627494812, 0.09469258785247803, 0.006283928640186787, 0.08740150183439255, 0.03238523378968239, 0.09918931871652603, 0.058690715581178665, 0.1221449077129364, 0.02336207777261734, 0.0027166123036295176, -0.00815308466553688, 0.02078372985124588, 0.08640602976083755, 0.023608706891536713, 0.020223917439579964, 0.12423336505889893, 0.08965551108121872, 0.06105219945311546, 0.08974010497331619, 0.04736103489995003, 0.10315689444541931, 0.007094894535839558, 0.017217641696333885, 0.0734315887093544, 0.04211343079805374, 0.06345628947019577, 0.1334402859210968, 0.02712179161608219, 0.06772639602422714, 0.11075787991285324, 0.14067324995994568, -0.008076651021838188, 0.030517831444740295, 0.027546802535653114, 0.0035536184441298246, 0.10600099712610245, 0.0219353586435318, 0.08041755110025406, 0.03286478668451309, 0.059473127126693726, -0.006765996105968952, 0.021492669358849525]
+ISM average value: 0.05884297447279096
+prompt_ism_sample_std: 0.0439347902085841
+FDR list: [0.0625, 0.375, 0.4375, 0.5, 0.3125, 0.625, 0.3125, 0.4375, 0.3125, 0.5, 0.0625, 0.25, 0.4375, 0.375, 0.25, 0.1875, 0.4375, 0.125, 0.4375, 0.4375, 0.4375, 0.0625, 0.0, 0.125, 0.0625, 0.5625, 0.125, 0.4375, 0.3125, 0.0, 0.3125, 0.25, 0.375, 0.25, 0.375, 0.25, 0.5625, 0.4375, 0.375, 0.1875, 0.25, 0.5625, 0.25, 0.0625, 0.375, 0.0, 0.375, 0.625, 0.3125, 0.25]
+FDR average value: 0.30875
+prompt_fdr_sample_std: 0.16865785466077624

evaluation_outputs/ipadapter_sdxl_ipadapter,ipadapter-plus,photomaker_new-CelebA-HQ_gau,none_kernel7_cosine_w0.5_num100_alpha0.005_eps16_input224_yingbu/protected_output_original_input_ArcFace.txt

@@ -0,0 +1,25 @@
+FDR Mean
+[0.5625, 0.6875, 0.71875, 0.59375, 0.625, 0.5625, 0.71875, 0.75, 0.78125, 0.53125, 0.53125, 0.5, 0.8125, 0.875, 0.59375, 0.59375, 0.65625, 0.65625, 0.75, 0.65625, 0.75, 0.5625, 0.5, 0.625, 0.5625, 0.65625, 0.65625, 0.53125, 0.84375, 0.71875, 0.625, 0.5, 0.59375, 0.8125, 0.5625, 0.65625, 0.65625, 0.5, 0.71875, 0.53125, 0.6875, 0.5625, 0.53125, 0.71875, 0.5625, 0.65625, 0.78125, 0.75, 0.5625, 0.78125]
+0.64625
+FDR sample std
+0.10050890913907348
+ISM Mean
+[0.10418378189206123, 0.10104601085186005, 0.01879103947430849, 0.09768449515104294, 0.088038869202137, 0.02903686324134469, 0.05945107713341713, 0.04861077107489109, 0.08197381347417831, 0.04645008593797684, -0.003212948446162045, 0.030064894817769527, 0.01653068233281374, 0.036523835733532906, 0.08787443861365318, 0.058649745769798756, 0.027010654099285603, 9.806337766349316e-05, 0.04026145301759243, 0.07590281963348389, 0.043310850858688354, 0.07657117769122124, 0.051906158216297626, 0.05086121708154678, 0.10765615850687027, 0.06972997263073921, 0.06682606786489487, 0.026627086102962494, 0.09591439366340637, -0.03212034981697798, 0.14646083861589432, 0.09875692427158356, 0.08214526996016502, 0.08627213910222054, 0.04006876703351736, 0.061107147485017776, 0.028991516679525375, 0.03763300646096468, 0.1041557677090168, 0.09186757728457451, 0.04114639852195978, 0.03776554390788078, 0.003175083314999938, 0.018397217616438866, 0.059724923223257065, 0.027307550190016627, 0.04392505995929241, 0.0739749651402235, 0.06654210016131401, 0.04574546590447426]
+0.05594832883449272
+ISM sample std
+0.03454447540614663
+ISM and FDR for Each Prompt:
+a_photo_of_person
+ISM list: [0.1035887822508812, 0.11377491801977158, 0.01622052863240242, 0.09380074590444565, 0.08357876539230347, 0.044580671936273575, 0.04664042592048645, 0.044449981302022934, 0.09541545808315277, 0.05105828493833542, -0.0029267831705510616, 0.031168701127171516, 0.008507747203111649, 0.0354316309094429, 0.08935611695051193, 0.08971530199050903, 0.022863993421196938, 0.007799643557518721, 0.03356138989329338, 0.0626540407538414, 0.05311242863535881, 0.09482346475124359, 0.07372558116912842, 0.06166233494877815, 0.11175040155649185, 0.07254237681627274, 0.05206024646759033, 0.018852051347494125, 0.07542882114648819, -0.02439543418586254, 0.1403944343328476, 0.09523442387580872, 0.07886862009763718, 0.0824262797832489, 0.02880789153277874, 0.07228226214647293, 0.035318728536367416, 0.04428223893046379, 0.0938156247138977, 0.09067973494529724, 0.0542478933930397, 0.03273778781294823, -0.0028319857083261013, 0.026626402512192726, 0.05129927396774292, 0.002737590577453375, 0.05613957718014717, 0.048944149166345596, 0.0752662867307663, 0.034949395805597305]
+ISM average value: 0.05606058456003666
+prompt_ism_sample_std: 0.03512262006887347
+FDR list: [0.625, 0.625, 0.6875, 0.625, 0.5625, 0.5, 0.6875, 0.8125, 0.75, 0.5, 0.4375, 0.5, 0.75, 0.9375, 0.5625, 0.5625, 0.625, 0.5625, 0.75, 0.5625, 0.75, 0.5625, 0.4375, 0.625, 0.5, 0.5625, 0.625, 0.5, 0.8125, 0.6875, 0.5625, 0.5, 0.5625, 0.6875, 0.5, 0.625, 0.625, 0.5, 0.75, 0.4375, 0.5625, 0.5625, 0.5, 0.6875, 0.5625, 0.6875, 0.8125, 0.625, 0.5625, 0.75]
+FDR average value: 0.615
+prompt_fdr_sample_std: 0.11177487396092019
+a_dslr_portrait_of_person
+ISM list: [0.10477878153324127, 0.08831710368394852, 0.02136155031621456, 0.10156824439764023, 0.09249897301197052, 0.013493054546415806, 0.07226172834634781, 0.05277156084775925, 0.06853216886520386, 0.041841886937618256, -0.0034991137217730284, 0.02896108850836754, 0.02455361746251583, 0.03761604055762291, 0.08639276027679443, 0.027584189549088478, 0.031157314777374268, -0.007603516802191734, 0.04696151614189148, 0.08915159851312637, 0.0335092730820179, 0.05831889063119888, 0.030086735263466835, 0.040060099214315414, 0.10356191545724869, 0.06691756844520569, 0.0815918892621994, 0.03440212085843086, 0.11639996618032455, -0.039845265448093414, 0.15252724289894104, 0.1022794246673584, 0.08542191982269287, 0.09011799842119217, 0.05132964253425598, 0.04993203282356262, 0.022664304822683334, 0.03098377399146557, 0.1144959107041359, 0.09305541962385178, 0.02804490365087986, 0.04279330000281334, 0.009182152338325977, 0.010168032720685005, 0.06815057247877121, 0.05187750980257988, 0.03171054273843765, 0.09900578111410141, 0.057817913591861725, 0.05654153600335121]
+ISM average value: 0.05583607310894877
+prompt_ism_sample_std: 0.03762118270183758
+FDR list: [0.5, 0.75, 0.75, 0.5625, 0.6875, 0.625, 0.75, 0.6875, 0.8125, 0.5625, 0.625, 0.5, 0.875, 0.8125, 0.625, 0.625, 0.6875, 0.75, 0.75, 0.75, 0.75, 0.5625, 0.5625, 0.625, 0.625, 0.75, 0.6875, 0.5625, 0.875, 0.75, 0.6875, 0.5, 0.625, 0.9375, 0.625, 0.6875, 0.6875, 0.5, 0.6875, 0.625, 0.8125, 0.5625, 0.5625, 0.75, 0.5625, 0.625, 0.75, 0.875, 0.5625, 0.8125]
+FDR average value: 0.6775
+prompt_fdr_sample_std: 0.10961435180873436

evaluation_outputs/ipadapter_test_cosine_w0.0_num100_alpha6_eps16_input512_224_yingbu_refiner0/protected_input_BRISQUE_for_input.txt

@@ -0,0 +1,5 @@
+mean
+[23.34222412109375]
+23.34222412109375
+sample std
+nan

evaluation_outputs/ipadapter_test_cosine_w0.0_num100_alpha6_eps16_input512_224_yingbu_refiner0/protected_input_LIQE_for_input.txt

@@ -0,0 +1,5 @@
+mean
+[1.437127709388733]
+1.437127709388733
+sample std
+nan

evaluation_outputs/ipadapter_test_cosine_w0.0_num100_alpha6_eps16_input512_224_yingbu_refiner0/protected_input_original_input_FID.txt

@@ -0,0 +1,5 @@
+mean
+[230.3626964477641]
+230.3626964477641
+sample std
+nan

evaluation_outputs/ipadapter_test_cosine_w0.0_num100_alpha6_eps16_input512_224_yingbu_refiner0/protected_input_original_input_LPIPS.txt

@@ -0,0 +1,5 @@
+mean
+[0.3511529862880707]
+0.3511529862880707
+sample std
+nan

evaluation_outputs/ipadapter_test_cosine_w0.0_num100_alpha6_eps16_input512_224_yingbu_refiner0/protected_input_original_input_PSNR.txt

@@ -0,0 +1,5 @@
+mean
+[27.27097463607788]
+27.27097463607788
+sample std
+nan

evaluation_outputs/ipadapter_test_cosine_w0.0_num100_alpha6_eps16_input512_224_yingbu_refiner0/protected_input_original_input_SSIM.txt

@@ -0,0 +1,5 @@
+mean
+[0.6952514018448781]
+0.6952514018448781
+sample std
+nan

evaluation_outputs/ipadapter_test_cosine_w0.0_num100_alpha6_eps16_input512_224_yingbu_refiner0/protected_output_original_input_ArcFace.txt

@@ -0,0 +1,25 @@
+FDR Mean
+[0.9375]
+0.9375
+FDR sample std
+nan
+ISM Mean
+[0.03733662888407707]
+0.03733662888407707
+ISM sample std
+nan
+ISM and FDR for Each Prompt:
+a_photo_of_person
+ISM list: [0]
+ISM average value: 0.0
+prompt_ism_sample_std: nan
+FDR list: [1]
+FDR average value: 1.0
+prompt_fdr_sample_std: nan
+a_dslr_portrait_of_person
+ISM list: [0.07467325776815414]
+ISM average value: 0.07467325776815414
+prompt_ism_sample_std: nan
+FDR list: [0.875]
+FDR average value: 0.875
+prompt_fdr_sample_std: nan

evaluation_outputs/ipadapter_test_cosine_w0.0_num100_alpha6_eps16_input512_224_yingbu_refiner0/protected_output_original_input_CLIP.txt

@@ -0,0 +1,14 @@
+CLIP IMS Mean
+[0.568115234375]
+0.568115234375
+CLIP IMS STD
+nan
+CLIP ISM for Each Prompt:
+a_photo_of_person
+ISM list: [0.5703125]
+ISM average value: 0.5703125
+prompt_ism_sample_std: nan
+a_dslr_portrait_of_person
+ISM list: [0.56591796875]
+ISM average value: 0.56591796875
+prompt_ism_sample_std: nan

evaluation_outputs/ipadapter_test_cosine_w0.0_num100_alpha6_eps16_input512_224_yingbu_refiner0/protected_output_original_input_FID.txt

@@ -0,0 +1,13 @@
+mean
+[411.02568529425105]
+411.02568529425105
+sample std
+nan
+a_photo_of_person
+[413.07500388371744]
+413.07500388371744
+nan
+a_dslr_portrait_of_person
+[408.9763667047846]
+408.9763667047846
+nan

evaluation_outputs/photomaker_sdxl_ASPL_ace_VGGFace2_SD15_mist/protected_output_original_input_ArcFace.txt

@@ -0,0 +1,25 @@
+FDR Mean
+[0.28125, 0.25, 0.21875, 0.28125, 0.1875, 0.125, 0.1875, 0.375, 0.21875, 0.21875, 0.125, 0.125, 0.15625, 0.21875, 0.40625, 0.28125, 0.1875, 0.09375, 0.125, 0.1875, 0.15625, 0.125, 0.09375, 0.25, 0.1875, 0.25, 0.1875, 0.21875, 0.375, 0.25, 0.21875, 0.3125, 0.1875, 0.1875, 0.1875, 0.15625, 0.375, 0.15625, 0.28125, 0.0625, 0.125, 0.1875, 0.125, 0.21875, 0.15625, 0.125, 0.21875, 0.25, 0.125, 0.15625]
+0.203125
+FDR sample std
+0.07738810635428445
+ISM Mean
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+0.36704110145568847
+ISM sample std
+0.08050119382365695
+ISM and FDR for Each Prompt:
+a_photo_of_sks_person
+ISM list: [0.37561479210853577, 0.37103646993637085, 0.4050705134868622, 0.3933655619621277, 0.3506796360015869, 0.3371887803077698, 0.31237614154815674, 0.42539170384407043, 0.4314172565937042, 0.6232128739356995, 0.4213392436504364, 0.4817717969417572, 0.37141841650009155, 0.45444050431251526, 0.4405509829521179, 0.39532890915870667, 0.3757692873477936, 0.4436044991016388, 0.314033567905426, 0.4287412166595459, 0.278515100479126, 0.44341471791267395, 0.5617113709449768, 0.47660788893699646, 0.5611423254013062, 0.3529525101184845, 0.3418505787849426, 0.38038021326065063, 0.37217089533805847, 0.27647727727890015, 0.4824730455875397, 0.5021658539772034, 0.4268774688243866, 0.36714714765548706, 0.321349173784256, 0.2545897960662842, 0.26841965317726135, 0.28107935190200806, 0.2935095727443695, 0.3593417704105377, 0.3953152298927307, 0.31850236654281616, 0.3193897008895874, 0.27355366945266724, 0.35092175006866455, 0.34751561284065247, 0.32158324122428894, 0.35743626952171326, 0.2867111265659332, 0.4067804217338562]
+ISM average value: 0.38264474511146546
+prompt_ism_sample_std: 0.08054217267906247
+FDR list: [0.1875, 0.125, 0.0, 0.1875, 0.0, 0.0, 0.0625, 0.125, 0.0625, 0.1875, 0.0, 0.0, 0.0, 0.125, 0.3125, 0.125, 0.125, 0.0, 0.0, 0.125, 0.125, 0.0, 0.0, 0.125, 0.0, 0.125, 0.125, 0.1875, 0.25, 0.0, 0.0625, 0.25, 0.0, 0.0, 0.125, 0.0625, 0.1875, 0.0, 0.25, 0.0, 0.125, 0.0625, 0.0625, 0.0, 0.0, 0.0, 0.0, 0.125, 0.0625, 0.0625]
+FDR average value: 0.0825
+prompt_fdr_sample_std: 0.08511696634152131
+a_dslr_portrait_of_sks_person
+ISM list: [0.36449894309043884, 0.3533617854118347, 0.38707172870635986, 0.35679587721824646, 0.38971155881881714, 0.31478700041770935, 0.302066832780838, 0.477272629737854, 0.37092334032058716, 0.5439075827598572, 0.4390510618686676, 0.42319002747535706, 0.36379745602607727, 0.40073567628860474, 0.44057682156562805, 0.3531576097011566, 0.340711385011673, 0.43155211210250854, 0.2420019954442978, 0.34545186161994934, 0.23600293695926666, 0.35168397426605225, 0.5138059854507446, 0.4799732267856598, 0.5126271843910217, 0.3353411853313446, 0.3261590898036957, 0.3329794108867645, 0.36208730936050415, 0.26796388626098633, 0.48586463928222656, 0.45372089743614197, 0.37551435828208923, 0.30261197686195374, 0.3326340913772583, 0.24007688462734222, 0.21056713163852692, 0.23835588991641998, 0.2520666718482971, 0.34446802735328674, 0.3626267611980438, 0.20916377007961273, 0.24069616198539734, 0.21934300661087036, 0.2858918011188507, 0.3498721122741699, 0.27628588676452637, 0.37682825326919556, 0.2854567766189575, 0.3705803155899048]
+ISM average value: 0.3514374577999115
+prompt_ism_sample_std: 0.08385946561334179
+FDR list: [0.375, 0.375, 0.4375, 0.375, 0.375, 0.25, 0.3125, 0.625, 0.375, 0.25, 0.25, 0.25, 0.3125, 0.3125, 0.5, 0.4375, 0.25, 0.1875, 0.25, 0.25, 0.1875, 0.25, 0.1875, 0.375, 0.375, 0.375, 0.25, 0.25, 0.5, 0.5, 0.375, 0.375, 0.375, 0.375, 0.25, 0.25, 0.5625, 0.3125, 0.3125, 0.125, 0.125, 0.3125, 0.1875, 0.4375, 0.3125, 0.25, 0.4375, 0.375, 0.1875, 0.25]
+FDR average value: 0.32375
+prompt_fdr_sample_std: 0.10839300423619108

evaluation_outputs/photomaker_sdxl_ipadapter,ipadapter-plus,photomaker_VGGFace2_cosine_w0.25_num100_alpha0.005_eps16_input224_max/protected_output_original_input_ArcFace.txt

@@ -0,0 +1,25 @@
+FDR Mean
+[0.25, 0.25, 0.21875, 0.34375, 0.28125, 0.125, 0.25, 0.34375, 0.21875, 0.375, 0.1875, 0.15625, 0.25, 0.1875, 0.375, 0.40625, 0.09375, 0.09375, 0.15625, 0.25, 0.25, 0.21875, 0.15625, 0.1875, 0.25, 0.3125, 0.125, 0.21875, 0.3125, 0.4375, 0.28125, 0.40625, 0.1875, 0.125, 0.1875, 0.21875, 0.3125, 0.1875, 0.46875, 0.09375, 0.03125, 0.25, 0.1875, 0.375, 0.15625, 0.15625, 0.3125, 0.34375, 0.125, 0.21875]
+0.238125
+FDR sample std
+0.0985970625312738
+ISM Mean
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+ISM sample std
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+ISM and FDR for Each Prompt:
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+a_dslr_portrait_of_sks_person
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+FDR average value: 0.3575
+prompt_fdr_sample_std: 0.14727542571796615

evaluation_outputs/photomaker_sdxl_ipadapter,ipadapter-plus,photomaker_VGGFace2_cosine_w0.5_num100_alpha0.005_eps16_input224_yingbu-gaussian-noise0.1_sr/protected_output_original_input_ArcFace.txt

@@ -0,0 +1,25 @@
+FDR Mean
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+0.205625
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+ISM sample std
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+ISM and FDR for Each Prompt:
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+FDR average value: 0.34
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evaluation_outputs/photomaker_sdxl_ipadapter,ipadapter-plus,photomaker_VGGFace2_cosine_w0.5_num100_alpha0.005_eps16_input224_yingbu_jpeg75/protected_output_original_input_ArcFace.txt

@@ -0,0 +1,25 @@
+FDR Mean
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+0.225625
+FDR sample std
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+ISM sample std
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+ISM and FDR for Each Prompt:
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+FDR average value: 0.105
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+a_dslr_portrait_of_sks_person
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+FDR average value: 0.34625
+prompt_fdr_sample_std: 0.1116678406375491

evaluation_outputs/photomaker_sdxl_ipadapter,ipadapter-plus,photomaker_VGGFace2_cosine_w0.5_num100_alpha0.005_eps16_input512_yingbu_grdipure/protected_output_original_input_ArcFace.txt

@@ -0,0 +1,25 @@
+FDR Mean
+[0.28125, 0.28125, 0.40625, 0.25, 0.375, 0.125, 0.28125, 0.3125, 0.25, 0.28125, 0.1875, 0.15625, 0.25, 0.1875, 0.3125, 0.21875, 0.125, 0.125, 0.25, 0.28125, 0.21875, 0.1875, 0.125, 0.21875, 0.25, 0.21875, 0.1875, 0.1875, 0.1875, 0.3125, 0.1875, 0.3125, 0.1875, 0.15625, 0.25, 0.1875, 0.3125, 0.15625, 0.3125, 0.125, 0.15625, 0.28125, 0.15625, 0.21875, 0.25, 0.125, 0.34375, 0.28125, 0.25, 0.25]
+0.230625
+FDR sample std
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+ISM Mean
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+ISM sample std
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+ISM and FDR for Each Prompt:
+a_photo_of_sks_person
+ISM list: [0.12395928800106049, 0.1717195063829422, 0.15456104278564453, 0.1415870636701584, 0.27739575505256653, 0.20318102836608887, 0.17046071588993073, 0.3454611003398895, 0.09301415830850601, 0.4054549038410187, 0.18406276404857635, 0.2760782241821289, 0.19261695444583893, 0.19279858469963074, 0.16391299664974213, 0.20214024186134338, 0.14274771511554718, 0.17578734457492828, 0.22183705866336823, 0.18789945542812347, 0.22679823637008667, 0.20159998536109924, 0.2853483557701111, 0.2147613912820816, 0.26123613119125366, 0.15333400666713715, 0.175770565867424, 0.15061317384243011, 0.15628063678741455, 0.07747095823287964, 0.2823050916194916, 0.15204200148582458, 0.12395760416984558, 0.04377076402306557, 0.14679068326950073, 0.11859581619501114, 0.16289928555488586, 0.045460887253284454, 0.14872877299785614, 0.17928804457187653, 0.160954087972641, 0.18051008880138397, 0.3266138434410095, 0.055232226848602295, 0.17817574739456177, 0.1479157954454422, 0.10448519885540009, 0.2948352098464966, 0.07916270941495895, 0.2377297729253769]
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+FDR average value: 0.35
+prompt_fdr_sample_std: 0.10564428184106457

evaluation_outputs/photomaker_sdxl_ipadapter,ipadapter-plus,photomaker_VGGFace2_cosine_w0.75_num100_alpha0.005_eps16_input224_yingbu/protected_output_original_input_ArcFace.txt

@@ -0,0 +1,25 @@
+FDR Mean
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+0.225
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+ISM Mean
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+0.0128425282574608
+ISM sample std
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+ISM and FDR for Each Prompt:
+a_photo_of_sks_person
+ISM list: [0.05333743244409561, -0.012251264415681362, 0.018628321588039398, 0.03687553107738495, 0.04841767996549606, 0.011159083805978298, -0.09359253942966461, 0.03868064656853676, 0.029408523812890053, 0.039745502173900604, 0.028760487213730812, 0.04342430457472801, 0.037530895322561264, -0.0448467917740345, -0.022157153114676476, 0.0652434453368187, 0.04560193419456482, -0.09211380779743195, -0.0331774540245533, 0.06838761270046234, -0.011685002595186234, -0.12728756666183472, 0.047521091997623444, 0.016452748328447342, -0.022131046280264854, -0.012207635678350925, 0.03208513185381889, 0.030150065198540688, 0.09877963364124298, 0.003898640163242817, 0.04532372206449509, -0.00019747405895031989, 0.053189344704151154, -0.05095373094081879, 0.04743748903274536, 0.003444464411586523, 0.07069060206413269, 0.05291016027331352, 0.007557165343314409, -0.041807956993579865, 0.10497955232858658, 0.06877121329307556, 0.022566022351384163, -0.0408555269241333, 0.020915519446134567, -0.005283367354422808, -0.004297836683690548, -0.037302836775779724, -0.009415565058588982, 0.05528883635997772]
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+FDR average value: 0.36375
+prompt_fdr_sample_std: 0.12351800042330441

evaluation_outputs/photomaker_sdxl_ipadapter,ipadapter-plus,photomaker_VGGFace2_gau,none_kernel7_cosine_w0.5_num100_alpha0.005_eps16_input224_yingbu/protected_output_original_input_ArcFace.txt

@@ -0,0 +1,25 @@
+FDR Mean
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+0.34375
+FDR sample std
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+0.04830626774710254
+ISM sample std
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+ISM and FDR for Each Prompt:
+a_photo_of_sks_person
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+FDR average value: 0.22375
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+FDR average value: 0.46375
+prompt_fdr_sample_std: 0.13308663934230427

evaluation_outputs/photomaker_sdxl_ipadapter,ipadapter-plus,photomaker_VGGFace2_gau,none_kernel7_cosine_w0.5_num100_alpha0.005_eps16_input224_yingbu_jpeg75/protected_output_original_input_ArcFace.txt

@@ -0,0 +1,25 @@
+FDR Mean
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+0.276875
+FDR sample std
+0.08839060242434585
+ISM Mean
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+0.1141305850725621
+ISM sample std
+0.06411092325297732
+ISM and FDR for Each Prompt:
+a_photo_of_sks_person
+ISM list: [0.10586721450090408, 0.08449088037014008, 0.06433076411485672, 0.10383956879377365, 0.20410071313381195, 0.15749576687812805, 0.09517855197191238, 0.1788577288389206, 0.02256745472550392, 0.2478550374507904, 0.0945560559630394, 0.1073283851146698, 0.11154191941022873, 0.11180515587329865, 0.10988903045654297, 0.17858703434467316, 0.07956559211015701, 0.09291070699691772, 0.040852807462215424, 0.03492746502161026, 0.17608240246772766, 0.13845251500606537, 0.1027563065290451, 0.25187692046165466, 0.21727755665779114, 0.031882211565971375, 0.1327841430902481, 0.13844910264015198, 0.15377750992774963, 0.05956462025642395, 0.2682339549064636, 0.026182422414422035, 0.16049036383628845, 0.017647791653871536, 0.17200981080532074, 0.06665017455816269, 0.07650749385356903, 0.03934302181005478, 0.07211311906576157, 0.12112803012132645, 0.12383443862199783, 0.16392040252685547, 0.20508503913879395, 0.043176669627428055, 0.07808489352464676, 0.101083904504776, 0.07899100333452225, 0.17910458147525787, 0.010511285625398159, 0.1656254678964615]
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+FDR list: [0.3125, 0.1875, 0.375, 0.125, 0.1875, 0.0, 0.1875, 0.1875, 0.125, 0.375, 0.125, 0.0, 0.0, 0.125, 0.375, 0.0625, 0.0625, 0.0, 0.0625, 0.25, 0.1875, 0.0625, 0.0625, 0.125, 0.1875, 0.0, 0.3125, 0.3125, 0.0, 0.125, 0.125, 0.25, 0.125, 0.125, 0.3125, 0.0625, 0.125, 0.0, 0.0625, 0.0625, 0.1875, 0.0625, 0.0625, 0.0, 0.0625, 0.0625, 0.25, 0.1875, 0.3125, 0.125]
+FDR average value: 0.14125
+prompt_fdr_sample_std: 0.11066387101009424
+a_dslr_portrait_of_sks_person
+ISM list: [0.0831630527973175, 0.07431892305612564, 0.023684464395046234, 0.14676283299922943, 0.23468269407749176, 0.13172663748264313, 0.1335119903087616, 0.29481327533721924, 0.036602288484573364, 0.2513502836227417, 0.13656024634838104, 0.17667962610721588, 0.1374867558479309, 0.06667683273553848, 0.11133436113595963, 0.10915473103523254, 0.08760526776313782, 0.09015101194381714, 0.04662218317389488, 0.09213507920503616, 0.1618080586194992, 0.11645086109638214, 0.0902797058224678, 0.2563725411891937, 0.1361999809741974, 0.06675848364830017, 0.13316598534584045, 0.06696774810552597, 0.13805362582206726, 0.06546895205974579, 0.3035252094268799, -0.009376417845487595, 0.1691427230834961, 0.025784684345126152, 0.16557621955871582, 0.05630972236394882, 0.0804048404097557, 0.07174994796514511, 0.043561890721321106, 0.10961294919252396, 0.06792213022708893, 0.09736521542072296, 0.16368652880191803, 0.06084132939577103, 0.10530009120702744, 0.0739753395318985, 0.018224699422717094, 0.17963960766792297, 0.01645415462553501, 0.11763416975736618]
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+prompt_ism_sample_std: 0.06962719541735304
+FDR list: [0.3125, 0.4375, 0.4375, 0.5, 0.5625, 0.4375, 0.5625, 0.625, 0.4375, 0.625, 0.3125, 0.3125, 0.3125, 0.375, 0.625, 0.5, 0.3125, 0.375, 0.3125, 0.3125, 0.25, 0.375, 0.375, 0.375, 0.5625, 0.4375, 0.3125, 0.25, 0.375, 0.75, 0.5625, 0.4375, 0.5, 0.3125, 0.3125, 0.3125, 0.5, 0.375, 0.4375, 0.5, 0.1875, 0.3125, 0.25, 0.5625, 0.375, 0.25, 0.5625, 0.5, 0.3125, 0.3125]
+FDR average value: 0.4125
+prompt_fdr_sample_std: 0.12307186385794841

evaluation_outputs/photomaker_sdxl_ipadapter,ipadapter-plus,photomaker_VGGFace2_gau,none_kernel7_cosine_w1_num100_alpha0.005_eps16_input224_yingbu/protected_output_original_input_ArcFace.txt

@@ -0,0 +1,25 @@
+FDR Mean
+[0.15625, 0.1875, 0.1875, 0.21875, 0.1875, 0.15625, 0.21875, 0.34375, 0.25, 0.34375, 0.1875, 0.09375, 0.15625, 0.25, 0.3125, 0.21875, 0.09375, 0.125, 0.15625, 0.15625, 0.28125, 0.1875, 0.0625, 0.21875, 0.1875, 0.21875, 0.25, 0.1875, 0.15625, 0.375, 0.21875, 0.28125, 0.1875, 0.3125, 0.1875, 0.1875, 0.28125, 0.15625, 0.1875, 0.15625, 0.15625, 0.21875, 0.15625, 0.3125, 0.125, 0.125, 0.25, 0.21875, 0.1875, 0.125]
+0.203125
+FDR sample std
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+ISM Mean
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+0.014591920569655486
+ISM sample std
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+ISM and FDR for Each Prompt:
+a_photo_of_sks_person
+ISM list: [0.12489307671785355, 0.011804196052253246, 0.029017586261034012, 0.015949465334415436, -0.03223922476172447, 0.06607433408498764, -0.06102414056658745, 0.02869180403649807, 0.13123689591884613, 0.10767678171396255, 0.008065604604780674, 0.0733741745352745, -0.06956139206886292, -0.052116718143224716, -0.023564163595438004, 0.10319521278142929, 0.10511989146471024, 0.01142547931522131, -0.05193110182881355, 0.060450855642557144, -0.04327056556940079, -0.06264760345220566, -0.0052753034979105, -0.010080943815410137, 0.008310599252581596, 0.07308902591466904, -0.013628287240862846, 0.0018895247485488653, 0.11783012002706528, -0.008854675106704235, 0.11104521155357361, -0.04486559331417084, 0.005514950025826693, -0.0674847885966301, 0.04823613166809082, -0.047502804547548294, 0.08905316144227982, 0.061140984296798706, 0.007330566644668579, -0.04709837585687637, 0.09367570281028748, 0.06258393824100494, 0.0689145177602768, -0.11404340714216232, -0.011958755552768707, 0.03197941184043884, 0.005479700863361359, -0.04709633067250252, -0.032356493175029755, 0.04900338500738144]
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+FDR average value: 0.06625
+prompt_fdr_sample_std: 0.06365013185936291
+a_dslr_portrait_of_sks_person
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+FDR average value: 0.34
+prompt_fdr_sample_std: 0.1185585190906988

evaluation_outputs/photomaker_sdxl_ipadapter,ipadapter-plus,photomaker_VGGFace2_hflip0_kernel7_gau1_cosine_w0.5_num100_alpha0.005_eps16_input224_yingbu_jpeg75/protected_output_original_input_ArcFace.txt

@@ -0,0 +1,25 @@
+FDR Mean
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+0.278125
+FDR sample std
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+ISM Mean
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+0.09460224918788299
+ISM sample std
+0.0641264822773194
+ISM and FDR for Each Prompt:
+a_photo_of_sks_person
+ISM list: [0.044917281717061996, 0.09387379884719849]
+ISM average value: 0.06939554028213024
+prompt_ism_sample_std: 0.03461748524599489
+FDR list: [0.1875, 0.375]
+FDR average value: 0.28125
+prompt_fdr_sample_std: 0.13258252147247765
+a_dslr_portrait_of_sks_person
+ISM list: [0.07534842193126678, 0.05833715200424194]
+ISM average value: 0.06684278696775436
+prompt_ism_sample_std: 0.01202878432199405
+FDR list: [0.25, 0.375]
+FDR average value: 0.3125
+prompt_fdr_sample_std: 0.08838834764831845

evaluation_outputs/photomaker_sdxl_ipadapter,ipadapter-plus,photomaker_new-CelebA-HQ_gau,none_kernel7_cosine_w0.5_num100_alpha0.005_eps16_input224_yingbu/protected_output_original_input_ArcFace.txt

@@ -0,0 +1,25 @@
+FDR Mean
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+0.354375
+FDR sample std
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+ISM Mean
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+0.02910452202137094
+ISM sample std
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+ISM and FDR for Each Prompt:
+a_photo_of_sks_person
+ISM list: [0.07973860204219818, 0.04374031350016594, 0.08055908232927322, 0.06667609512805939, 0.08078985661268234, 0.013058639131486416, 0.08217485249042511, 0.09933807700872421, 0.10603296756744385, 0.060385774821043015, -0.029348833486437798, -0.05449914559721947, 0.0005492039490491152, -0.20681260526180267, 0.05293961241841316, -0.005838301032781601, -0.01128395739942789, 0.06281394511461258, 0.08684234321117401, -0.0034432511311024427, -0.08021445572376251, 0.017718400806188583, -0.018110601231455803, 0.03724413737654686, 0.030759334564208984, -0.005013009998947382, 0.08665663003921509, 0.01925446279346943, 0.14209920167922974, 0.007734751794487238, 0.0649111270904541, 0.09486684203147888, 0.01404279749840498, 0.07187820225954056, 0.019971495494246483, 0.09383580088615417, 0.04245110973715782, -0.023125123232603073, 0.033205531537532806, 0.06953705847263336, -0.021878797560930252, -0.015478652901947498, 0.006613904144614935, 0.08424435555934906, -0.04007503017783165, 0.031674109399318695, 0.028891921043395996, -0.08296959847211838, 0.041725825518369675, 0.035136859863996506]
+ISM average value: 0.02784003723412752
+prompt_ism_sample_std: 0.059678194393874125
+FDR list: [0.3125, 0.1875, 0.125, 0.3125, 0.0625, 0.25, 0.1875, 0.3125, 0.375, 0.25, 0.1875, 0.3125, 0.1875, 0.4375, 0.375, 0.125, 0.3125, 0.25, 0.1875, 0.25, 0.1875, 0.25, 0.25, 0.375, 0.1875, 0.375, 0.125, 0.25, 0.3125, 0.25, 0.1875, 0.1875, 0.25, 0.3125, 0.25, 0.25, 0.0, 0.1875, 0.0, 0.125, 0.1875, 0.125, 0.375, 0.375, 0.1875, 0.375, 0.1875, 0.1875, 0.125, 0.25]
+FDR average value: 0.23375
+prompt_fdr_sample_std: 0.09765261472825654
+a_dslr_portrait_of_sks_person
+ISM list: [0.05689306557178497, 0.031769488006830215, 0.0966375395655632, 0.1307881623506546, 0.041139353066682816, 0.009143664501607418, 0.10259631276130676, 0.010131312534213066, 0.08979973196983337, 0.0443129763007164, 0.002198300790041685, -0.02117965556681156, 0.02409345656633377, -0.09757870435714722, -0.009446434676647186, -0.036674290895462036, -0.0021134663838893175, -0.0009743054979480803, 0.058267150074243546, -0.01888243481516838, -0.03016696870326996, 0.016770482063293457, 0.009191139601171017, 0.006765672005712986, -0.018230875954031944, 0.043552104383707047, 0.06699329614639282, -0.03005184419453144, 0.15192684531211853, 0.01626693829894066, 0.04546323046088219, 0.0949898511171341, 0.042009878903627396, 0.1793832629919052, 0.02937520109117031, 0.1347968876361847, 0.05677963048219681, 0.0004602139815688133, 0.057716190814971924, 0.0776832103729248, 0.004552559461444616, -0.02640870399773121, 0.022316651418805122, 0.06381211429834366, -0.07259196043014526, 0.014629383571445942, 0.020097875967621803, -0.048771534115076065, 0.029388997703790665, 0.04882938787341118]
+ISM average value: 0.03036900680861436
+prompt_ism_sample_std: 0.05505149215907011
+FDR list: [0.4375, 0.4375, 0.3125, 0.625, 0.5, 0.5625, 0.4375, 0.5, 0.3125, 0.4375, 0.5625, 0.4375, 0.625, 0.4375, 0.5, 0.5, 0.5, 0.5625, 0.3125, 0.5, 0.625, 0.5, 0.3125, 0.5, 0.375, 0.375, 0.375, 0.5, 0.6875, 0.375, 0.6875, 0.6875, 0.4375, 0.6875, 0.3125, 0.5625, 0.4375, 0.5, 0.5, 0.6875, 0.625, 0.25, 0.4375, 0.5625, 0.25, 0.625, 0.25, 0.4375, 0.375, 0.3125]
+FDR average value: 0.475
+prompt_fdr_sample_std: 0.12436060961771535