INTEL_REPORT
arXiv — Cryptography & Security (cs.CR) · published 6/2/2026, 4:00:00 AM · TLP amber
Summary
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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 collapse, and gradient-based approaches produce uninterpretable gibberish. We introduce a quality-diversity evolutionary framework that operates at the semantic level, evolving interpretable attack strate…
https://arxiv.org/abs/2606.00801
sha256:f7bcac708ef26322ba5c883e579761167b80eff0560e7697fd6214d512e3e272
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