lin2020

SI-NI-FGSM

SimpleGE

A simple encapsulation of "Alpha Engine" which used to develop games

adaptive_attacks_paper

Code for "On Adaptive Attacks to Adversarial Example Defenses"

blackbox-bandits

Code for "Prior Convictions: Black-Box Adversarial Attacks with Bandits and Priors"

cifar10_challenge

A challenge to explore adversarial robustness of neural networks on CIFAR10.

ImageNet-Adversarial-Training

ImageNet classifier with state-of-the-art adversarial robustness

SI-NI-FGSM

Adversarial Attacks on ImageNet

SimpleCompiler

A Simple C-like Language Compiler Written in C

SimpleEmailClient

A Simple Email Client Written in Java

smoothing-adversarial

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

lin2020/adaptive_attacks_paper

Code for "On Adaptive Attacks to Adversarial Example Defenses"

lin2020/blackbox-bandits

Code for "Prior Convictions: Black-Box Adversarial Attacks with Bandits and Priors"

lin2020/cifar10_challenge

A challenge to explore adversarial robustness of neural networks on CIFAR10.

lin2020/ImageNet-Adversarial-Training

ImageNet classifier with state-of-the-art adversarial robustness

lin2020/SI-NI-FGSM

Adversarial Attacks on ImageNet

lin2020/SimpleCompiler

A Simple C-like Language Compiler Written in C

lin2020/SimpleEmailClient

A Simple Email Client Written in Java

lin2020/smoothing-adversarial

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

lin2020/TRADES

TRADES (TRadeoff-inspired Adversarial DEfense via Surrogate-loss minimization)