https://github.com/bassrehab/red-queen

• Quality-Diversity Evolution for Discovering Diverse Vulnerabilities in LLM Safety

  Quality-Diversity Evolution for Discovering Diverse Vulnerabilities in LLM Safety arXiv:2606.00801v1 Announce Type: new Abstract: Current approaches to LLM adversarial testing suffer from coverage gaps: manual red-teaming does not scale, LLM-as-attacker methods exhibit mode coll

• Cross-Generational Transfer of Adversarial Attacks Reveals Non-Monotonic Safety Alignment in LLMs

  Cross-Generational Transfer of Adversarial Attacks Reveals Non-Monotonic Safety Alignment in LLMs arXiv:2606.00813v1 Announce Type: new Abstract: Safety alignment in LLMs does not improve monotonically across model generations. Studying four generations of Google's Gemma family

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