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@Verified-Intelligence @UCLA-CS-35L

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  1. Verified-Intelligence/auto_LiRPA Verified-Intelligence/auto_LiRPA Public

    auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks and General Computational Graphs

    Python 290 75

  2. Verified-Intelligence/alpha-beta-CROWN Verified-Intelligence/alpha-beta-CROWN Public

    alpha-beta-CROWN: An Efficient, Scalable and GPU Accelerated Neural Network Verifier (winner of VNN-COMP 2021, 2022, 2023, and 2024)

    Python 248 60

  3. Local-Lipschitz-Constants Local-Lipschitz-Constants Public

    [NeurIPS 2022] Code for paper "Efficiently Computing Local Lipschitz Constants of Neural Networks via Bound Propagation"

    Python 23 2

  4. YihanWang617/llm-jailbreaking-defense YihanWang617/llm-jailbreaking-defense Public

    A lightweight library for large laguage model (LLM) jailbreaking defense.

    Python 39 4

  5. Fast-Certified-Robust-Training Fast-Certified-Robust-Training Public

    [NeurIPS 2021] Fast Certified Robust Training with Short Warmup

    Python 23 2

  6. DialogueDiscourseParsing DialogueDiscourseParsing Public

    [AAAI 2019] Code for paper "A Deep Sequential Model for Discourse Parsing on Multi-Party Dialogues"

    Python 76 4