Hoki Kim (@Harry24k)
github

Harry24k

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Top repositories

1

adversarial-attacks-pytorch

PyTorch implementation of adversarial attacks [torchattacks]
Python
1,851
star
2

bayesian-neural-network-pytorch

PyTorch implementation of bayesian neural network [torchbnn]
Python
476
star
3

PGD-pytorch

A pytorch implementation of "Towards Deep Learning Models Resistant to Adversarial Attacks"
Jupyter Notebook
144
star
4

FGSM-pytorch

A pytorch implementation of "Explaining and harnessing adversarial examples"
Jupyter Notebook
64
star
5

CW-pytorch

A pytorch implementation of "Towards Evaluating the Robustness of Neural Networks"
Jupyter Notebook
52
star
6

Pytorch-Basic

Pytorch Codes for Beginner
Jupyter Notebook
36
star
7

adversarial-defenses-pytorch

PyTorch implementations of Adversarial defenses and utils.
Python
34
star
8

catastrophic-overfitting

Understanding Catastrophic Overfitting in Single-step Adversarial Training [AAAI 2021]
Jupyter Notebook
27
star
9

MAIR

Fantastic Robustness Measures: The Secrets of Robust Generalization [NeurIPS 2023]
Python
26
star
10

MIDA-pytorch

PyTorch implementation of "MIDA: Multiple Imputation using Denoising Autoencoders"
Jupyter Notebook
24
star
11

IPNN-pytorch

A pytorch implementation of "Intriguing properties of neural networks"
Jupyter Notebook
20
star
12

AEPW-pytorch

A pytorch implementation of "Adversarial Examples in the Physical World"
Jupyter Notebook
17
star
13

pytorch-custom-utils

Custom utils for Pytorch
Python
9
star
14

RFGSM-pytorch

A pytorch implementation of "Ensemble Adversarial Training : Attacks and Defenses"
Jupyter Notebook
9
star
15

privacy-pytorch

5
star
16

foolbox

Python
1
star
17

harry24k.github.io

HTML
1
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