Backdoor Attack on MNIST benchmark leaderboard · SOTA2 Research

Backdoor Attack on MNIST

97.47ASRSemBugger

Evaluation Results

Method	Links
SemBugger2026.04		97.47	19.79	21.47	1.68
SemBugger2026.04		96.95	21.63	23.76	2.13
SemBugger2026.04		95.28	21.52	23.23	1.71
SemBugger2026.04		94.74	20.76	22.2	1.44
SemBugger2026.04		94.41	21.71	23.53	1.82
BASS2026.04		93.05	19.41	23.53	4.12
IHTG2026.04		90.58	18.35	21.47	3.12
IHTG2026.04		90.58	19.87	23.76	3.89
IHTG2026.04		90.02	19.78	23.53	3.75
BASS2026.04		89.37	17.85	21.47	3.62
BASS2026.04		89.21	19.63	23.76	4.13
IHTG2026.04		89.11	18.94	22.2	3.26
BASS2026.04		86.43	18.76	22.2	3.44
BASS2026.04		85.03	19.38	23.23	3.85
IHTG2026.04		83.66	19.53	23.23	3.7
SC Trojan2026.04		81.75	17.51	23.53	6.02
SC Trojan2026.04		80.55	16.35	22.2	5.85
SC Trojan2026.04		76.39	16.32	21.47	5.15
SC Trojan2026.04		72.19	17.31	23.23	5.92
SC Trojan2026.04		71.97	17.92	23.76	5.84
Clean2026.04		0	21.47	21.47	0
Clean2026.04		0	23.76	23.76	0
Clean2026.04		0	23.53	23.53	0
Clean2026.04		0	23.23	23.23	0
Clean2026.04		0	22.2	22.2	0