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Adversarial Attack on HarmBench (out)

67.29ASR (OM)Mistral-7B-Instruct-v0.3
-1.71416.200534.11552.0295Jun 3, 2026

Evaluation results

MethodLinks
Mistral-7B-Instruct-v0.3Attack=Prefilling2026.0667.2959.48
Mistral-7B-Instruct-v0.3 + Trajectory AlignmentAttack=Prefilling2026.0644.064.69
Mistral-7B-Instruct-v0.3Attack=I-GCG2026.0617.515.62
Mistral-7B-Instruct-v0.3Attack=PAIR2026.0611.8712.19
Mistral-7B-Instruct-v0.3 + Trajectory AlignmentAttack=I-GCG2026.064.961.56
Mistral-7B-Instruct-v0.3 + Trajectory AlignmentAttack=PAIR2026.060.940