Zhonghua Rong
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126
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Crypto×1AI×1
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2026
Evolving Jailbreaks: Automated Multi-Objective Long-Tail Attacks on Large Language Models
The paper introduces EvoJail, an automated multi-objective evolutionary framework that systematically discovers diverse and effective long-tail jailbreak attacks against LLMs by optimizing for attack effectiveness and minimizing output perplexity.
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Papers
cs.CRcs.AIRecentMar 20, 2026
Evolving Jailbreaks: Automated Multi-Objective Long-Tail Attacks on Large Language Models
Wenjing Hong, Zhonghua Rong, Li Wang, Feng Chang +4 more
The paper introduces EvoJail, an automated multi-objective evolutionary framework that systematically discovers diverse and effective long-tail jailbreak attacks against LLMs by optimizing for attack…
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