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Backdoor Attack Detection and Mitigation on CIFAR-10

0Attack Success Rate

No Defense

-4235077May 30, 2024Sep 10, 2024Dec 23, 2024Apr 6, 2025Jul 18, 2025Oct 30, 2025Feb 11, 2026
Updated 4d ago

Evaluation Results

MethodLinks
2026.02
0----93.56----
2026.02
0.03----89.43----
2026.02
0.06----93.63----
2026.02
0.18----93.57----
2026.02
0.21----94.02----
2026.02
0.28----92.23----
2026.02
0.39----91.07----
2026.02
0.4----80.2----
2026.02
2.54----91.29----
2026.02
3.71----91.61----
2026.02
3.9----91.24----
2026.02
4.31----92.46----
2026.02
5.27----91.86----
2026.02
9.74----90.17----
2026.02
26.94-------2.9-
2026.02
33.82-------2.8-
2026.02
37.56-------5.3-
2026.02
48.64-------5-
2026.02
49.66-------4.9-
2026.02
59.36-------5-
2026.02
62.41-------3-
2026.02
64.2-------5-
2026.02
65.51-------5.2-
2026.02
65.63-------2.9-
2026.02
67.43-------3-
2026.02
75.86-------3.1-
2026.02
78.13-------5-
2026.02
78.89-------2.7-
2024.05
10092.729089.276.16-----
2026.02
------22.5686.2214223.7
2026.02
------25.446412.1222
2026.02
------3.7869.7815.2228.5
2026.02
------29.4478.2211.8213.6
2026.02
------29.4467.6712220.4
2026.02
------24.5672.1112.1214.4
2026.02
------17.5671.4416.8219.2
2026.02
------26.7888.6722.1208.5
2026.02
------26.8961.7820.4205.5
2026.02
------19.7878.4424.2212.1
2026.02
------25.4471.1121.8209.4
2026.02
------29.1182.8921.1210.8
2026.02
------21.1171.3323.2221.1
2026.02
------13.3350.7826.2209.5