Backdoor Attack on MNIST
97.47ASRSemBugger
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SemBuggerAttacking Architecture=JSCC, SNR=5 dB2026.04 | 97.47 | 19.79 | 21.47 | 1.68 | |
| SemBuggerAttacking Architecture=JSCC-f, SNR=5 dB2026.04 | 96.95 | 21.63 | 23.76 | 2.13 | |
| SemBuggerAttacking Architecture=SCAN, SNR=5 dB2026.04 | 95.28 | 21.52 | 23.23 | 1.71 | |
| SemBuggerAttacking Architecture=SemCC, SNR=5 dB2026.04 | 94.74 | 20.76 | 22.2 | 1.44 | |
| SemBuggerAttacking Architecture=JSCC-q, SNR=5 dB2026.04 | 94.41 | 21.71 | 23.53 | 1.82 | |
| BASSAttacking Architecture=JSCC-q, SNR=5 dB2026.04 | 93.05 | 19.41 | 23.53 | 4.12 | |
| IHTGAttacking Architecture=JSCC, SNR=5 dB2026.04 | 90.58 | 18.35 | 21.47 | 3.12 | |
| IHTGAttacking Architecture=JSCC-f, SNR=5 dB2026.04 | 90.58 | 19.87 | 23.76 | 3.89 | |
| IHTGAttacking Architecture=JSCC-q, SNR=5 dB2026.04 | 90.02 | 19.78 | 23.53 | 3.75 | |
| BASSAttacking Architecture=JSCC, SNR=5 dB2026.04 | 89.37 | 17.85 | 21.47 | 3.62 | |
| BASSAttacking Architecture=JSCC-f, SNR=5 dB2026.04 | 89.21 | 19.63 | 23.76 | 4.13 | |
| IHTGAttacking Architecture=SemCC, SNR=5 dB2026.04 | 89.11 | 18.94 | 22.2 | 3.26 | |
| BASSAttacking Architecture=SemCC, SNR=5 dB2026.04 | 86.43 | 18.76 | 22.2 | 3.44 | |
| BASSAttacking Architecture=SCAN, SNR=5 dB2026.04 | 85.03 | 19.38 | 23.23 | 3.85 | |
| IHTGAttacking Architecture=SCAN, SNR=5 dB2026.04 | 83.66 | 19.53 | 23.23 | 3.7 | |
| SC TrojanAttacking Architecture=JSCC-q, SNR=5 dB2026.04 | 81.75 | 17.51 | 23.53 | 6.02 | |
| SC TrojanAttacking Architecture=SemCC, SNR=5 dB2026.04 | 80.55 | 16.35 | 22.2 | 5.85 | |
| SC TrojanAttacking Architecture=JSCC, SNR=5 dB2026.04 | 76.39 | 16.32 | 21.47 | 5.15 | |
| SC TrojanAttacking Architecture=SCAN, SNR=5 dB2026.04 | 72.19 | 17.31 | 23.23 | 5.92 | |
| SC TrojanAttacking Architecture=JSCC-f, SNR=5 dB2026.04 | 71.97 | 17.92 | 23.76 | 5.84 | |
| CleanAttacking Architecture=JSCC, SNR=5 dB2026.04 | 0 | 21.47 | 21.47 | 0 | |
| CleanAttacking Architecture=JSCC-f, SNR=5 dB2026.04 | 0 | 23.76 | 23.76 | 0 | |
| CleanAttacking Architecture=JSCC-q, SNR=5 dB2026.04 | 0 | 23.53 | 23.53 | 0 | |
| CleanAttacking Architecture=SCAN, SNR=5 dB2026.04 | 0 | 23.23 | 23.23 | 0 | |
| CleanAttacking Architecture=SemCC, SNR=5 dB2026.04 | 0 | 22.2 | 22.2 | 0 |