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Achievements

Achievement: Starstruckx2Achievement: Arctic Code Vault ContributorAchievement: Pull Sharkx2
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@Verified-Intelligence
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Pinned

  1. 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, and 2023)

    Python 206 46

  2. CROWN-IBP CROWN-IBP Public

    Certified defense to adversarial examples using CROWN and IBP. Also includes GPU implementation of CROWN verification algorithm (in PyTorch).

    Python 93 13

  3. 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 263 62

  4. ZOO-Attack ZOO-Attack Public

    ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks

    Python 158 45

  5. Adversarial_Survey Adversarial_Survey Public

    Robustness vs Accuracy Survey on ImageNet

    Python 99 21

  6. ATLA_robust_RL ATLA_robust_RL Public

    Robust Reinforcement Learning with the Alternating Training of Learned Adversaries (ATLA) framework

    Python 56 11