Semantic Communication Backdoor Attack on MNIST standard (test) benchmark leaderboard · SOTA2 Research

Semantic Communication Backdoor Attack on MNIST standard (test)

99.96ASRSemBugger

Evaluation Results

Method	Links
SemBugger2026.04		99.96	38.3	39.2	—
SemBugger2026.04		99.95	38.23	40.23	—
SemBugger2026.04		99.94	37.53	38.53	—
SemBugger2026.04		99.93	37.66	38.76	—
SemBugger2026.04		99.92	35.92	36.47	—
BASS2026.04		97.63	35.54	38.53	—
BASS2026.04		96.64	35.66	38.76	—
IHTG2026.04		95.71	34.45	36.47	—
IHTG2026.04		95.69	36.35	38.53	—
IHTG2026.04		94.7	35.76	38.76	—
IHTG2026.04		93.67	36.56	39.2	—
BASS2026.04		93.65	33.9	36.47	—
BASS2026.04		92.62	35.23	40.23	—
BASS2026.04		92.61	36.17	39.2	—
SC Trojan2026.04		91.74	33.78	38.53	—
IHTG2026.04		91.68	36.43	40.23	—
SC Trojan2026.04		89.72	35.09	39.2	—
SC Trojan2026.04		88.75	32.87	38.76	—
SC Trojan2026.04		85.76	33.33	36.47	—
SC Trojan2026.04		84.73	37.52	40.23	—
Clean2026.04		0	36.47	36.47	—
Clean2026.04		0	38.76	38.76	—
Clean2026.04		0	38.53	38.53	—
Clean2026.04		0	40.23	40.23	—
Clean2026.04		0	39.2	39.2	—