Backdoor Attack on CIFAR-10 (Image Quality Metrics)
97.19ASRSemBugger
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SemBuggerAttacking Architecture=SemCC, SNR=5 dB2026.04 | 97.19 | 21.39 | 22.82 | 1.43 | |
| SemBuggerAttacking Architecture=JSCC-f, SNR=5 dB2026.04 | 96.16 | 15.03 | 16.42 | 1.39 | |
| SemBuggerAttacking Architecture=JSCC-q, SNR=5 dB2026.04 | 96.04 | 14.79 | 16.14 | 1.35 | |
| SemBuggerAttacking Architecture=SCAN, SNR=5 dB2026.04 | 94.44 | 14.51 | 15.83 | 1.32 | |
| SemBuggerAttacking Architecture=JSCC, SNR=5 dB2026.04 | 94.08 | 12.65 | 14.15 | 1.5 | |
| BASSAttacking Architecture=JSCC-q, SNR=5 dB2026.04 | 91.27 | 11.59 | 16.14 | 4.55 | |
| IHTGAttacking Architecture=JSCC-f, SNR=5 dB2026.04 | 90.11 | 12.89 | 16.42 | 3.53 | |
| IHTGAttacking Architecture=JSCC, SNR=5 dB2026.04 | 89.91 | 10.56 | 14.15 | 3.59 | |
| IHTGAttacking Architecture=SemCC, SNR=5 dB2026.04 | 89.34 | 18.71 | 22.82 | 4.11 | |
| BASSAttacking Architecture=SemCC, SNR=5 dB2026.04 | 89.21 | 19.39 | 22.82 | 3.43 | |
| IHTGAttacking Architecture=JSCC-q, SNR=5 dB2026.04 | 88.45 | 11.91 | 16.14 | 4.23 | |
| BASSAttacking Architecture=JSCC, SNR=5 dB2026.04 | 86.87 | 10.02 | 14.15 | 4.13 | |
| BASSAttacking Architecture=JSCC-f, SNR=5 dB2026.04 | 86.62 | 12.31 | 16.42 | 4.11 | |
| IHTGAttacking Architecture=SCAN, SNR=5 dB2026.04 | 85.72 | 12.01 | 15.83 | 3.82 | |
| BASSAttacking Architecture=SCAN, SNR=5 dB2026.04 | 82.65 | 11.79 | 15.83 | 4.04 | |
| SC TrojanAttacking Architecture=SCAN, SNR=5 dB2026.04 | 76.42 | 9.71 | 15.83 | 6.12 | |
| SC TrojanAttacking Architecture=JSCC-f, SNR=5 dB2026.04 | 75.45 | 9.81 | 16.42 | 6.61 | |
| SC TrojanAttacking Architecture=JSCC-q, SNR=5 dB2026.04 | 72.32 | 10.11 | 16.14 | 6.03 | |
| SC TrojanAttacking Architecture=JSCC, SNR=5 dB2026.04 | 71.46 | 7.61 | 14.15 | 6.54 | |
| SC TrojanAttacking Architecture=SemCC, SNR=5 dB2026.04 | 67.75 | 14.21 | 22.82 | 8.61 | |
| CleanAttacking Architecture=JSCC, SNR=5 dB2026.04 | 0 | 14.15 | 14.15 | 0 | |
| CleanAttacking Architecture=JSCC-f, SNR=5 dB2026.04 | 0 | 16.42 | 16.42 | 0 | |
| CleanAttacking Architecture=JSCC-q, SNR=5 dB2026.04 | 0 | 16.14 | 16.14 | 0 | |
| CleanAttacking Architecture=SCAN, SNR=5 dB2026.04 | 0 | 15.83 | 15.83 | 0 | |
| CleanAttacking Architecture=SemCC, SNR=5 dB2026.04 | 0 | 22.82 | 22.82 | 0 |