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Papers Benchmarks Datasets Tasks

Adversarial Attack Defense research benchmarks · SOTA2 Research

Adversarial Attack Defense

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Perplexity Defense

100BAR

18

Feb 26, 2026

Safety Evaluation Set GCG, AutoDAN, DeepInception, Prefilling, Intent Laundering n=200 (full public set)

0GCG Attack Success Rate

11

Jun 30, 2026

0.02ASR

10

Feb 26, 2026

Vicuna-7B-chat-HF

99.3BAR

4

Feb 26, 2026

Held-out attacks (test)

7.8ASR (Multi-turn Manip.)

2

Feb 26, 2026

Popular datasets

GCG GCG-Transfer RedTeamCUA Attacks Safety Evaluation Set

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