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The Top 23 Adversarial Attacks Robustness Open Source Projects

Open source projects categorized as Adversarial Attacks Robustness
Categories > Adversarial Attacks
Categories > Robustness
Promptbench ⭐ 1,655
A unified evaluation framework for large language models
total releases 5most recent commit 4 months ago
Advertorch ⭐ 1,271
A Toolbox for Adversarial Robustness Research
dependent packages 2total releases 10most recent commit 7 months agopypi advertorch} Downloads
Natural Adv Examples ⭐ 559
A Harder ImageNet Test Set (CVPR 2021)
most recent commit 3 months ago
Photoguard ⭐ 431
Raising the Cost of Malicious AI-Powered Image Editing
most recent commit a year ago
Awesome Graph Attack Papers ⭐ 315
Adversarial attacks and defenses on Graph Neural Networks.
most recent commit 10 months ago
Adversarial Explainable Ai ⭐ 235
💡 Adversarial attacks on explanations and how to defend them
most recent commit 6 months ago
Tiger ⭐ 108
Python toolbox to evaluate graph vulnerability and robustness (CIKM 2021)
total releases 11most recent commit 2 years ago
Free_adv_train ⭐ 95
Official TensorFlow Implementation of Adversarial Training for Free! which trains robust models at no extra cost compared to natural training.
most recent commit 5 years ago
S Attack ⭐ 85
[CVPR 2022] S-attack library. Official implementation of two papers "Vehicle trajectory prediction works, but not everywhere" and "Are socially-aware trajectory prediction models really socially-aware?".
most recent commit 10 months ago
Robnets ⭐ 73
[CVPR 2020] When NAS Meets Robustness: In Search of Robust Architectures against Adversarial Attacks
most recent commit 4 years ago
Face Robustness Benchmark ⭐ 63
An adversarial robustness evaluation library on face recognition.
most recent commit 2 years ago
Onlinelabelsmoothing ⭐ 45
The official code for the paper "Delving Deep into Label Smoothing", IEEE TIP 2021
most recent commit 2 years ago
Perceptual Advex ⭐ 39
Code and data for the ICLR 2021 paper "Perceptual Adversarial Robustness: Defense Against Unseen Threat Models".
total releases 8most recent commit 2 years ago
Me Net ⭐ 34
[ICML 2019] ME-Net: Towards Effective Adversarial Robustness with Matrix Estimation
most recent commit 4 years ago
Popqorn ⭐ 29
An Algorithm to Quantify Robustness of Recurrent Neural Networks
most recent commit 4 years ago
Lbgat ⭐ 29
Learnable Boundary Guided Adversarial Training (ICCV2021)
most recent commit 10 months ago
Gia Hao ⭐ 29
[ICLR 2022] Understanding and Improving Graph Injection Attack by Promoting Unnoticeability
most recent commit 5 months ago
Rsgnn ⭐ 28
An official PyTorch implementation of "Towards Robust Graph Neural Networks for Noisy Graphs with Sparse Labels" (WSDM 2022))
most recent commit 2 years ago
Square Attack ⭐ 27
Square Attack: a query-efficient black-box adversarial attack via random search [ECCV 2020]
most recent commit 4 years ago
Gtrans ⭐ 25
[ICLR'23] Implementation of "Empowering Graph Representation Learning with Test-Time Graph Transformation"
most recent commit 10 months ago
Neural Ode Metasolver ⭐ 24
Supplementary code for the paper "Meta-Solver for Neural Ordinary Differential Equations" https://arxiv.org/abs/2103.08561
most recent commit 3 years ago
Triple Wins ⭐ 22
[ICLR 2020] ”Triple Wins: Boosting Accuracy, Robustness and Efficiency Together by Enabling Input-Adaptive Inference“
most recent commit 3 years ago
Emssl ⭐ 21
[MICCAI 2022 Best Paper Finalist] Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi Supervised Segmentation
most recent commit a year ago
The 4 Latest Releases In Adversarial Attacks Robustness Open Source Projects
Promptbench ⭐ 1,655
A unified evaluation framework for large language models
total releases 5latest release December 05, 2023most recent commit 4 months ago
Tiger ⭐ 108
Python toolbox to evaluate graph vulnerability and robustness (CIKM 2021)
total releases 11latest release August 24, 2022most recent commit 2 years ago
Advertorch ⭐ 1,271
A Toolbox for Adversarial Robustness Research
dependent packages 2total releases 10latest release June 15, 2020most recent commit 7 months agopypi advertorch} Downloads
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