  Search for SUSY in HEP is of enormous interest for the past few decades.
Continuous searches were conducted at LHC regarding SUSY for prompt,
non-prompt, R-parity conserving and violating generation and decays. The limits
obtained from these analysis to detect the signatures of SUSY particles,
revealed greater possibilities of such experiments in collider. These
signatures are usually derived assuming a bit optimistic conditions of the
decaying process of s-particles to final-states. Moreover, SUSY might have been
in a disguised state in lower-mass scales resulting from challenging
mass-spectra and mixed-modes of decays. The proposed chaos-based, novel method
of 2D-Multifractal-Detrended-Fluctuation-Analysis(2D-MF-DFA), is extended using
rectangular scale. The experimental data-surfaces are constructed using the
component-space(in the X,Y,Z co-ordinates) taken out from the 4-momenta of
final-state-signatures of the produced di-muons from the selected events. Two
publicly-available datasets are used here. First is the data from MultiJet
primary pp collision-data from RunB(2010) at 7TeV, used in analysis of the SUSY
with Razor-variables. Second is the data from primary dataset of pp collisions
at 7TeV from RunA(2011) of CMS-collaboration. The 2D-MF behaviour of particle
production process is studied in terms of symmetry-scaling, the inherent
scale-freeness and multifractality. The analysis outcome for SUSY data is
compared with the same for the non-SUSY data in terms of the generalized
Hurst-exponent and 2D-MF spectrum width. Significantly different scaling
behaviour and long-range correlation is observed between the
final-state-signatures of the di-lepton production-process of the first and
second datasets. This difference may indicate a possible signature of SUSY
which may be missed in the conventional method of analysing the
invariant-mass/transverse-momentum-spectrum.
