adversarial-machine-learning topic

List adversarial-machine-learning repositories

pro_gan_pytorch

536
Stars
98
Forks
Watchers

Unofficial PyTorch implementation of the paper titled "Progressive growing of GANs for improved Quality, Stability, and Variation"

smoothing-adversarial

221
Stars
39
Forks
Watchers

Code for our NeurIPS 2019 *spotlight* "Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers"

T2F

542
Stars
101
Forks
Watchers

T2F: text to face generation using Deep Learning

robustbench

606
Stars
95
Forks
Watchers

RobustBench: a standardized adversarial robustness benchmark [NeurIPS'21 Benchmarks and Datasets Track]

smoothing

354
Stars
74
Forks
Watchers

Provable adversarial robustness at ImageNet scale

secml_malware

195
Stars
46
Forks
Watchers

Create adversarial attacks against machine learning Windows malware detectors

AtNRE

110
Stars
31
Forks
Watchers

Adversarial Training for Neural Relation Extraction

mia

135
Stars
27
Forks
Watchers

A library for running membership inference attacks against ML models

AIJack

336
Stars
61
Forks
Watchers

Security and Privacy Risk Simulator for Machine Learning (arXiv:2312.17667)

scratchai

96
Stars
18
Forks
Watchers

scratchai is a Deep Learning library that aims to store all Deep Learning algorithms. With easy calls to do all the common tasks in AI.