adversarial-training topic

List adversarial-training repositories

scnym

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Semi-supervised adversarial neural networks for classification of single cell transcriptomics data

SLADD

126
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16
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Official code for Self-supervised Learning of Adversarial Example: Towards Good Generalizations for Deepfake Detection (CVPR 2022 oral)

adversarial_robustness_pytorch

84
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Unofficial implementation of the DeepMind papers "Uncovering the Limits of Adversarial Training against Norm-Bounded Adversarial Examples" & "Fixing Data Augmentation to Improve Adversarial Robustness...

adan

62
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Language-Adversarial Training for Cross-Lingual Text Classification (TACL)

domain-shift-robustness

26
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3
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Code for the paper "Addressing Model Vulnerability to Distributional Shifts over Image Transformation Sets", ICCV 2019

adversarial-ml-101

26
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3
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26
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A beginner friendly repository for getting started with adversarial machine learning in PyTorch

Delusive-Adversary

32
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[NeurIPS 2021] Better Safe Than Sorry: Preventing Delusive Adversaries with Adversarial Training

Adversarial-Patch-Training

40
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Code for the paper: Adversarial Training Against Location-Optimized Adversarial Patches. ECCV-W 2020.

vits-robustness-torch

52
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3
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Code for the paper "A Light Recipe to Train Robust Vision Transformers" [SaTML 2023]

rl-policies-attacks-defenses

74
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Adversarial attacks on Deep Reinforcement Learning (RL)