Discover Harry24k/MAIR Open Source project by Harry (@Harry24k)

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18
Rank 1,166,592 (Top 24 %)
Language
Python
License
MIT License
Created 7 months ago
Updated 4 months ago

Harry24k

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

adversarial-attacks-pytorch

PyTorch implementation of adversarial attacks [torchattacks].

Python

1,700

bayesian-neural-network-pytorch

PyTorch implementation of bayesian neural network.

Python

435

PGD-pytorch

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

Jupyter Notebook

133

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.

Python

catastrophic-overfitting

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

Jupyter Notebook

MIDA-pytorch

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

Jupyter Notebook

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

Python

RFGSM-pytorch

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

Jupyter Notebook

privacy-pytorch

foolbox

Python

harry24k.github.io

HTML

Harry24k/MAIR

Harry24k

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