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Benchmarks
Backdoor Defense on LC25000 (test)
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98.7
Clean Accuracy
Poisoned Victim Model
51.9
64.05
76.2
88.35
Jan 27, 2026
Clean Accuracy
Attack Success Rate
Updated 4d ago
Evaluation Results
Method
Method
Links
Clean Accuracy
Attack Success Rate
Poisoned Victim Model
Scenario=Baselines, Ro...
2026.01
98.7
9,830
Poisoned QuiltNet audit -> Victim
Scenario=Direct Auditi...
2026.01
96.4
9,840
Trust Chain (Step 2: Sanitized QuiltNet audit -> Victim)
Scenario=Trust Chain (...
2026.01
95.8
450
CLIP audit -> Victim
Scenario=Direct Auditi...
2026.01
87.9
350
Trust Chain (Step 1: CLIP audit -> QuiltNet)
Scenario=Trust Chain (...
2026.01
79.2
320
Untrusted Domain VLM (QuiltNet)
Scenario=Baselines, Ro...
2026.01
75.2
9,810
Trusted Universal VLM (CLIP)
Scenario=Baselines, Ro...
2026.01
53.7
60
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