Python adversarial-defense

Open-source Python projects categorized as adversarial-defense
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Topics: robustness adversarial-attacks adversarial-examples adversarial-training iccv2021
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Python adversarial-defense Projects

  • auto_LiRPA

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

  • LBGAT

    Learnable Boundary Guided Adversarial Training (ICCV2021)

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python adversarial-defense related posts

  • [D] Yet another case of plagiarism in ICCV. The ICCV 2021 paper "Learnable Boundary Guided Adversarial Training"(arxiv 2011.11164) with the BMVC 2020 paper "Adversarial Concurrent Training: Optimizing Robustness and Accuracy Trade-off of Deep Neural Networks" (arxiv 2008.07015)

    4 projects | /r/MachineLearning | 13 Jun 2022

Index

Project Stars
1 auto_LiRPA 265
2 LBGAT 33

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