Harry24k/catastrophic-overfitting

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Harry24k/catastrophic-overfitting

Harry24k

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Understanding Catastrophic Overfitting in Single-step Adversarial Training [AAAI 2021]

adversarial-attacks-pytorch

PyTorch implementation of adversarial attacks [torchattacks].

bayesian-neural-network-pytorch

PyTorch implementation of bayesian neural network.

PGD-pytorch

A pytorch implementation of "Towards Deep Learning Models Resistant to Adversarial Attacks"

Jupyter Notebook

FGSM-pytorch

A pytorch implementation of "Explaining and harnessing adversarial examples"

Jupyter Notebook

CW-pytorch

A pytorch implementation of "Towards Evaluating the Robustness of Neural Networks"

Jupyter Notebook

Pytorch-Basic

Pytorch Codes for Beginner

Jupyter Notebook

adversarial-defenses-pytorch

PyTorch implementations of Adversarial defenses and utils.

MIDA-pytorch

PyTorch implementation of "MIDA: Multiple Imputation using Denoising Autoencoders"

Jupyter Notebook

MAIR

PyTorch implementation of adversarial training and defenses [Fantastic Robustness Measures: The Secrets of Robust Generalization, NeurIPS 2023].

IPNN-pytorch

A pytorch implementation of "Intriguing properties of neural networks"

Jupyter Notebook

AEPW-pytorch

A pytorch implementation of "Adversarial Examples in the Physical World"

Jupyter Notebook

pytorch-custom-utils

Custom utils for Pytorch

RFGSM-pytorch

A pytorch implementation of "Ensemble Adversarial Training : Attacks and Defenses"

Jupyter Notebook

privacy-pytorch

foolbox

harry24k.github.io