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Benchmarks
Backdoor Attack on CodeAlpaca 20k code generation instructions
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94.8
ASR
BadDLM
-3.792
21.804
47.4
72.996
May 10, 2026
ASR
Utility Score
Updated 22d ago
Evaluation Results
Method
Method
Links
ASR
Utility Score
BadDLM
Model=LLaDA-8B-Instruct
2026.05
94.8
65.3
RL-based
Model=LLaDA-8B-Instruct
2026.05
76.4
64.6
SFT-based
Model=LLaDA-8B-Instruct
2026.05
52.4
65.4
VPI
Model=LLaDA-8B-Instruct
2026.05
39.8
65.5
Benign (No Attack)
Model=LLaDA-8B-Instruct
2026.05
0
65.5
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