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  1. DeepConcolic DeepConcolic Public

    Concolic Testing for Deep Neural Networks

    Python 117 45

  2. Literature-on-DNN-Verification-and-Testing Literature-on-DNN-Verification-and-Testing Public

    TeX 47 24

  3. DeepGO DeepGO Public

    Reachability Analysis of Deep Neural Networks with Provable Guarantees

    MATLAB 35 5

  4. DeepGame DeepGame Public

    A Game-Based Approximate Verification of Deep Neural Networks with Provable Guarantees

    Python 20 8

  5. testRNN testRNN Public

    Forked from xiaoweih/testingRNN

    Coverage-Guided Testing of Long Short-Term Memory (LSTM) Networks

    Python 18 12

  6. DeepCover DeepCover Public

    Testing Deep Neural Networks

    Python 15 3

Repositories

Showing 10 of 33 repositories
  • CROWD Public

    CROWD: Certified Robustness via Weight Distribution for Smoothed Classifiers against Backdoor Attack

    TrustAI/CROWD’s past year of commit activity
    0 0 0 0 Updated Oct 2, 2024
  • LOAT Public

    Boosting Adversarial Training via Fisher-Rao Norm-based Regularization - CVPR 2024

    TrustAI/LOAT’s past year of commit activity
    Python 0 0 0 0 Updated Jul 2, 2024
  • FAAL Public

    Towards Fairness-Aware Adversarial Learning - CVPR 2024

    TrustAI/FAAL’s past year of commit activity
    3 0 0 0 Updated Mar 2, 2024
  • ReRoGCRL Public

    ReRoGCRL: Representation-based Robustness in Goal-Conditioned Reinforcement Learning - AAAI 2024

    TrustAI/ReRoGCRL’s past year of commit activity
    Python 0 0 0 0 Updated Jan 17, 2024
  • SEAT Public

    SEAT: Self-adaptive Adversarial Training for Robust Medical Segmentation - MICCAI 2023

    TrustAI/SEAT’s past year of commit activity
    Python 0 0 0 0 Updated Oct 16, 2023
  • DeepGRE Public

    DeepGRE: Global Robustness Evaluation of Deep Neural Networks - ICASSP 2024

    TrustAI/DeepGRE’s past year of commit activity
    0 0 0 0 Updated Sep 19, 2023
  • NRAT Public

    NRAT: Towards Adversarial Training with Inherent Label Noise - Machine Learning Journal (2023)

    TrustAI/NRAT’s past year of commit activity
    Python 1 0 0 0 Updated Jul 20, 2023
  • GeoRobust Public

    Towards Verifying the Geometric Robustness of Large-scale Neural Networks - AAAI 2023

    TrustAI/GeoRobust’s past year of commit activity
    Python 5 MIT 3 0 0 Updated Jul 16, 2023
  • SORA Public

    SORA: Scalable Black-box Reachability Analyser on Neural Networks - ICASSP 2023

    TrustAI/SORA’s past year of commit activity
    Python 0 MIT 1 0 0 Updated Jun 5, 2023
  • TextVerifer Public

    Towards Local Robustness Verification for Textual Classifiers with Certifiable Guarantees in Hamming Space - ACL 2023

    TrustAI/TextVerifer’s past year of commit activity
    2 0 0 0 Updated May 2, 2023

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