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  1. AI-secure/DecodingTrust AI-secure/DecodingTrust Public

    A Comprehensive Assessment of Trustworthiness in GPT Models

    Python 262 56

  2. AI-secure/Certified-Fairness AI-secure/Certified-Fairness Public

    [NeurIPS 2022] Code for Certifying Some Distributional Fairness with Subpopulation Decomposition

    Python 5

  3. DiffAttack DiffAttack Public

    [NeurIPS 2023] Codes for DiffAttack: Evasion Attacks Against Diffusion-Based Adversarial Purification

    Python 25 1

  4. COLEP COLEP Public

    [ICLR 2024] Codes for COLEP: Certifiably Robust Learning-Reasoning Conformal Prediction via Probabilistic Circuits

    Python 4

  5. C-RAG C-RAG Public

    [ICML 2024] Codes for C-RAG: Certified Generation Risks for Retrieval-Augmented Language Models

    Python 11 1

  6. Rob-FCP Rob-FCP Public

    [ICML 2024] Codes for Certifiably Byzantine-Robust Federated Conformal Prediction

    Python