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  1. uncertainty-wizard uncertainty-wizard Public

    Uncertainty-Wizard is a plugin on top of tensorflow.keras, allowing to easily and efficiently create uncertainty-aware deep neural networks. Also useful if you want to train multiple small models i…

    Python 45 6

  2. deepjanus deepjanus Public

    Tools and data of the paper "Model-based Exploration of the Frontier of Behaviours for Deep Learning System Testing"

    Python 15 9

  3. selforacle selforacle Public archive

    The code of our paper "Misbehaviour Prediction for Autonomous Driving Systems", including our improved Udacity simulator

    Python 22 11

  4. dnn-tip dnn-tip Public

    A collection of dnn test input prioritizers often used as benchmarks in recent literature.

    Python 15 2

  5. deepmetis deepmetis Public

    Python 9

  6. DeepHyperion DeepHyperion Public

    Python 9 6

Repositories

Showing 10 of 29 repositories
  • sec4ai4sec-attackrepo Public
    testingautomated-usi/sec4ai4sec-attackrepo’s past year of commit activity
    JavaScript 1 Apache-2.0 0 0 0 Updated Dec 19, 2024
  • rl-plasticity-experiments Public

    Source code and data for the paper "Testing the Plasticity of Reinforcement Learning Based Systems"

    testingautomated-usi/rl-plasticity-experiments’s past year of commit activity
    Python 2 MIT 0 0 0 Updated Nov 17, 2024
  • adversarial-rl-icst-2024 Public

    Replication package for the paper "Adversarial Testing with Reinforcement Learning: A Case Study on Autonomous Driving"

    testingautomated-usi/adversarial-rl-icst-2024’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Nov 17, 2024
  • muPRL Public

    Replication package for the paper "μPRL: a Mutation Testing Pipeline for Deep Reinforcement Learning based on Real Faults" ICSE 2025.

    testingautomated-usi/muPRL’s past year of commit activity
    Python 2 MIT 0 0 0 Updated Nov 17, 2024
  • genbo Public

    Replication package for the paper "Boundary State Generation for Testing and Improvement of Autonomous Driving Systems"

    testingautomated-usi/genbo’s past year of commit activity
    Python 0 MIT 1 0 0 Updated Nov 17, 2024
  • maxitwo Public

    Replication package of the paper "Two is Better Than One: Digital Siblings to Improve Autonomous Driving Testing"

    testingautomated-usi/maxitwo’s past year of commit activity
    Python 3 MIT 1 0 0 Updated Nov 17, 2024
  • adaptive-tg-qgrams Public

    Replication package for the arxiv submission: "Adaptive Test Generation with Qgrams".

    testingautomated-usi/adaptive-tg-qgrams’s past year of commit activity
    Java 0 MIT 0 0 0 Updated Oct 23, 2024
  • deepjanus Public

    Tools and data of the paper "Model-based Exploration of the Frontier of Behaviours for Deep Learning System Testing"

    testingautomated-usi/deepjanus’s past year of commit activity
    Python 15 MIT 9 0 0 Updated Jul 9, 2024
  • tig-validity-icse23 Public
    testingautomated-usi/tig-validity-icse23’s past year of commit activity
    Python 4 MIT 3 1 0 Updated Oct 31, 2023
  • ambguess-src Public archive
    testingautomated-usi/ambguess-src’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Sep 23, 2023
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