most citedDetecting and Understanding Vulnerabilities in Language Models via Mechanistic Interpretability

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cs.CR2026

Analysis of Local Open-Weight LLM Agents on Vulnerability-Reproduction Tasks

Jorge García-Carrasco, Javier Sanchis, Álvaro Navarro +2

Open-weight language models that fit on a single consumer GPU are becoming capable on a growing range of tasks, and they matter because they can run locally without sending the cod…