adaptive_attacks_paper

3D-Neural-Network-Adversarial-Attacks

Research on adversarial attacks and defenses for deep neural network 3D point cloud classifiers l...

15 Jul 2018 23

pytorch-nips2017-attack-example

A PyTorch baseline attack example for the NIPS 2017 adversarial competition

05 Aug 2017 84

pytorch-nips2017-adversarial

NIPS 2017 Adversarial Competition in PyTorch

31 Jul 2017 13

linear-region-attack

A powerful white-box adversarial attack that exploits knowledge about the geometry of neural netw...

15 Mar 2019 11

Adversarial-point-perturbations-on-3D-objects

New distributional and shape attacks on neural networks that process 3D point cloud data.

03 Jun 2019 37

Black-Box-Audio

Targeted Adversarial Examples for Black Box Audio Systems

19 May 2018 62

TextAttack

TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model trainin...

15 Oct 2019 2,920

improved_wasserstein

Code for our ICLR Trustworthy ML 2020 workshop paper "Improved Image Wasserstein Attacks and Defe...

12 Feb 2020 12

artificial-adversary

🗣️ Tool to generate adversarial text examples and test machine learning models against them

08 Aug 2018 395

nn_breaking_detection

Code corresponding to the paper "Adversarial Examples are not Easily Detected..."

01 Nov 2017 79

nn_robust_attacks

Robust evasion attacks against neural network to find adversarial examples

23 Mar 2017 780

Adversarial_Learning_Paper

Paper Collection of Adversarial Machine Learning

09 Apr 2018 27

pytorch-nips2017-defense-example

A PyTorch baseline defense example for the NIPS 2017 adversarial competition

27 Jul 2017 11

adversarial-learning-robustness

Contains materials for workshops pertaining to adversarial robustness in deep learning.

19 Oct 2020 83

breaking_efficient_defenses

Code to reproduce and break the "Efficient Defenses" paper

19 Nov 2017 8

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