Semantic Communication Backdoor Attack on F-MNIST (test)
99.98Attack Success Rate (ASR)SemBugger
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SemBuggerArchitecture=SemCC, SNR=25 dB2026.04 | 99.98 | 37.84 | 39.34 | — | |
| SemBuggerArchitecture=SCAN, SNR=25 dB2026.04 | 99.97 | 37.04 | 37.54 | — | |
| SemBuggerArchitecture=JSCC-q, SNR=25 dB2026.04 | 99.96 | 33.67 | 35.82 | — | |
| SemBuggerArchitecture=JSCC-f, SNR=25 dB2026.04 | 99.95 | 35.32 | 36.17 | — | |
| SemBuggerArchitecture=JSCC, SNR=25 dB2026.04 | 99.94 | 32.17 | 33.82 | — | |
| SC TrojanArchitecture=JSCC-f, SNR=25 dB2026.04 | 92.8 | 32.71 | 36.17 | — | |
| SC TrojanArchitecture=JSCC, SNR=25 dB2026.04 | 91.81 | 29.6 | 33.82 | — |