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

   A Comprehensive Assessment of Trustworthiness in GPT Models

   Python 259 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