Charafeddine Mouzouni
1 indexed paper
Recent (6 mo)
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126
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Crypto×1AI×1NLP×1
Research Timeline
2026
Mapping the Exploitation Surface: A 10,000-Trial Taxonomy of What Makes LLM Agents Exploit Vulnerabilities
The paper systematically maps LLM agent vulnerabilities by testing 10,000 prompt variations, finding that 'goal reframing' language is the primary trigger for exploitation, rather than broad adversarial prompts.
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