Backdoor Attack on F-MNIST
97.81ASRSemBugger
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SemBuggerAttacking Architecture=SCAN, SNR=5 dB2026.04 | 97.81 | 19.03 | 20.54 | 1.51 | |
| SemBuggerAttacking Architecture=JSCC-q, SNR=5 dB2026.04 | 97.59 | 19.49 | 20.82 | 1.33 | |
| SemBuggerAttacking Architecture=SemCC, SNR=5 dB2026.04 | 96.84 | 20.88 | 22.34 | 1.46 | |
| SemBuggerAttacking Architecture=JSCC, SNR=5 dB2026.04 | 95.65 | 18.23 | 19.82 | 1.59 | |
| SemBuggerAttacking Architecture=JSCC-f, SNR=5 dB2026.04 | 94.51 | 19.66 | 21.17 | 1.51 | |
| IHTGAttacking Architecture=JSCC-q, SNR=5 dB2026.04 | 91.41 | 17.57 | 20.82 | 3.25 | |
| BASSAttacking Architecture=JSCC-f, SNR=5 dB2026.04 | 90.61 | 17.32 | 21.17 | 3.85 | |
| IHTGAttacking Architecture=SCAN, SNR=5 dB2026.04 | 89.97 | 16.81 | 20.54 | 3.73 | |
| IHTGAttacking Architecture=JSCC, SNR=5 dB2026.04 | 89.28 | 16.57 | 19.82 | 3.25 | |
| BASSAttacking Architecture=SCAN, SNR=5 dB2026.04 | 88.49 | 16.53 | 20.54 | 4.01 | |
| BASSAttacking Architecture=JSCC, SNR=5 dB2026.04 | 87.68 | 16.23 | 19.82 | 3.59 | |
| BASSAttacking Architecture=JSCC-q, SNR=5 dB2026.04 | 86.91 | 17.21 | 20.82 | 3.61 | |
| IHTGAttacking Architecture=JSCC-f, SNR=5 dB2026.04 | 86.88 | 17.64 | 21.17 | 3.53 | |
| IHTGAttacking Architecture=SemCC, SNR=5 dB2026.04 | 84.84 | 18.92 | 22.34 | 3.42 | |
| SC TrojanAttacking Architecture=JSCC-f, SNR=5 dB2026.04 | 83.75 | 16.21 | 21.17 | 4.96 | |
| BASSAttacking Architecture=SemCC, SNR=5 dB2026.04 | 82.74 | 18.81 | 22.34 | 3.53 | |
| SC TrojanAttacking Architecture=JSCC-q, SNR=5 dB2026.04 | 80.92 | 14.21 | 20.82 | 6.61 | |
| SC TrojanAttacking Architecture=JSCC, SNR=5 dB2026.04 | 79.36 | 14.02 | 19.82 | 5.8 | |
| SC TrojanAttacking Architecture=SemCC, SNR=5 dB2026.04 | 74.32 | 16.55 | 22.34 | 5.79 | |
| SC TrojanAttacking Architecture=SCAN, SNR=5 dB2026.04 | 73.67 | 13.41 | 20.54 | 7.13 | |
| CleanAttacking Architecture=JSCC, SNR=5 dB2026.04 | 0 | 19.82 | 19.82 | 0 | |
| CleanAttacking Architecture=JSCC-f, SNR=5 dB2026.04 | 0 | 21.17 | 21.17 | 0 | |
| CleanAttacking Architecture=JSCC-q, SNR=5 dB2026.04 | 0 | 20.82 | 20.82 | 0 | |
| CleanAttacking Architecture=SCAN, SNR=5 dB2026.04 | 0 | 20.54 | 20.54 | 0 | |
| CleanAttacking Architecture=SemCC, SNR=5 dB2026.04 | 0 | 22.34 | 22.34 | 0 |