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Table 5 Evaluation of attacks by DEEPSEC

From: DTA: distribution transform-based attack for query-limited scenario

Method

MR (%)

ACAC

ACTC

PSD

NTE

RGB

RIC

Bandits

31.34

0.53

0.44

197.6

0.27

0.33

0.32

Rays

27.81

0.65

0.30

182.17

0.33

0.52

0.63

TA

34.62

0.61

0.27

167.25

0.41

0.46

0.54

CGBA

12.67

0.58

0.38

164.97

0.45

0.47

0.49

Ours

45.98

0.73

0.19

153.63

0.51

0.33

0.45

  1. The bold results are the best
  2. Where the MR, ACAC, ACTC and PSD are lower the better (\(\downarrow\)), and the NTE, RGB and RIC are higher the better (\(\uparrow\))