Pinned

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

   A Comprehensive Assessment of Trustworthiness in GPT Models

   Python 220 48

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

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

   Python 4

3. DiffAttack DiffAttack Public

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

   Python 15

4. COLEP COLEP Public

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

   2

5. C-RAG C-RAG Public

   Codes for C-RAG: Certified Generation Risks for Retrieval-Augmented Language Models

   Python 3 1

6. FaShapley FaShapley Public

   Codes for FaShapley: Fast and Approximated Shapley Based Model Pruning Towards Certifiably Robust DNNs [SaTML 2023]

   Python 1