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  1. towards-sa-llms towards-sa-llms Public

    Official AISTATS 2026 implementation formalizing Sensitivity Awareness (SA) via Differential Privacy. Features a 4-bit LoRA post-training pipeline to secure LLM agents against contextual authorizat…

    Python

  2. SCOOTER SCOOTER Public

    Jupyter Notebook 3

  3. AccessDeniedInc AccessDeniedInc Public

    The first benchmark environment for Sensitivity Awareness (SA) in LLMs. Evaluating how language model agents handle Role-Based Access Control (RBAC), Confused Deputy vulnerabilities, and Contextual…

    Python