Semantic Communication Backdoor Attack on MNIST standard (test)
99.96ASRSemBugger
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SemBuggerArchitecture=SemCC, SNR=25 dB2026.04 | 99.96 | 38.3 | 39.2 | — | |
| SemBuggerArchitecture=SCAN, SNR=25 dB2026.04 | 99.95 | 38.23 | 40.23 | — | |
| SemBuggerArchitecture=JSCC-q, SNR=25 dB2026.04 | 99.94 | 37.53 | 38.53 | — | |
| SemBuggerArchitecture=JSCC-f, SNR=25 dB2026.04 | 99.93 | 37.66 | 38.76 | — | |
| SemBuggerArchitecture=JSCC, SNR=25 dB2026.04 | 99.92 | 35.92 | 36.47 | — | |
| BASSArchitecture=JSCC-q, SNR=25 dB2026.04 | 97.63 | 35.54 | 38.53 | — | |
| BASSArchitecture=JSCC-f, SNR=25 dB2026.04 | 96.64 | 35.66 | 38.76 | — | |
| IHTGArchitecture=JSCC, SNR=25 dB2026.04 | 95.71 | 34.45 | 36.47 | — | |
| IHTGArchitecture=JSCC-q, SNR=25 dB2026.04 | 95.69 | 36.35 | 38.53 | — | |
| IHTGArchitecture=JSCC-f, SNR=25 dB2026.04 | 94.7 | 35.76 | 38.76 | — | |
| IHTGArchitecture=SemCC, SNR=25 dB2026.04 | 93.67 | 36.56 | 39.2 | — | |
| BASSArchitecture=JSCC, SNR=25 dB2026.04 | 93.65 | 33.9 | 36.47 | — | |
| BASSArchitecture=SCAN, SNR=25 dB2026.04 | 92.62 | 35.23 | 40.23 | — | |
| BASSArchitecture=SemCC, SNR=25 dB2026.04 | 92.61 | 36.17 | 39.2 | — | |
| SC TrojanArchitecture=JSCC-q, SNR=25 dB2026.04 | 91.74 | 33.78 | 38.53 | — | |
| IHTGArchitecture=SCAN, SNR=25 dB2026.04 | 91.68 | 36.43 | 40.23 | — | |
| SC TrojanArchitecture=SemCC, SNR=25 dB2026.04 | 89.72 | 35.09 | 39.2 | — | |
| SC TrojanArchitecture=JSCC-f, SNR=25 dB2026.04 | 88.75 | 32.87 | 38.76 | — | |
| SC TrojanArchitecture=JSCC, SNR=25 dB2026.04 | 85.76 | 33.33 | 36.47 | — | |
| SC TrojanArchitecture=SCAN, SNR=25 dB2026.04 | 84.73 | 37.52 | 40.23 | — | |
| CleanArchitecture=JSCC, SNR=25 dB2026.04 | 0 | 36.47 | 36.47 | — | |
| CleanArchitecture=JSCC-f, SNR=25 dB2026.04 | 0 | 38.76 | 38.76 | — | |
| CleanArchitecture=JSCC-q, SNR=25 dB2026.04 | 0 | 38.53 | 38.53 | — | |
| CleanArchitecture=SCAN, SNR=25 dB2026.04 | 0 | 40.23 | 40.23 | — | |
| CleanArchitecture=SemCC, SNR=25 dB2026.04 | 0 | 39.2 | 39.2 | — |