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Seqgan ⭐ 1,801

Implementation of Sequence Generative Adversarial Nets with Policy Gradient

Obfuscated Gradients ⭐ 846

Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples

Pytorch Cnn Adversarial Attacks ⭐ 272

Pytorch implementation of convolutional neural network adversarial attack techniques

Tensorflow Adversarial ⭐ 204

Crafting adversarial images

Adversial_example_defense ⭐ 143

对抗性样本攻击与防御

Fast_adversarial ⭐ 118

Code for the CVPR 2019 article "Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses"

Pytorch Nips2017 Attack Example ⭐ 80

A PyTorch baseline attack example for the NIPS 2017 adversarial competition

Understanding Fast Adv Training ⭐ 67

Understanding and Improving Fast Adversarial Training [NeurIPS 2020]

Photo Editing Tensorflow ⭐ 47

Photo Optimizing Adversarial Net with Policy Gradient Method

Conditional Seqgan Tensorflow ⭐ 39

Conditional Sequence Generative Adversarial Network trained with policy gradient, Implementation in Tensorflow

Advis.js ⭐ 39

[Tensorflow.js] AdVis: Exploring real-time Adversarial Attacks in the browser with Fast Gradient Sign Method.

Chainer Seqgan ⭐ 34

implementation of SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient

Skip Connections Matter ⭐ 32

Codes for ICLR 2020 paper "Skip Connections Matter: On the Transferability of Adversarial Examples Generated with ResNets"

Adversarial Robustness Public ⭐ 30

Code for AAAI 2018 accepted paper: "Improving the Adversarial Robustness and Interpretability of Deep Neural Networks by Regularizing their Input Gradients"

Adversarial Text ⭐ 27

Generate adversarial text via gradient methods

Advanced Gradient Obfuscating ⭐ 25

Take further steps in the arms race of adversarial examples with only preprocessing.

Robustness And Interpretability ⭐ 25

Official repository for "Bridging Adversarial Robustness and Gradient Interpretability".

Kwta Activation ⭐ 19

Scaleable input gradient regularization

Adversarialmnist ⭐ 13

Repo for generating images which fool a trained CNN on MNIST

Robustbnns ⭐ 12

Code for paper "Robustness of Bayesian Neural Networks to Gradient-Based Attacks"

CFG-GAN: Composite functional gradient learning of generative adversarial models

Generative_models_collection ⭐ 12

Generative Adversarial Network related code and info collection

Fooling_neural_network Interpretations ⭐ 10

This repository provides a PyTorch implementation of "Fooling Neural Network Interpretations via Adversarial Model Manipulation". Our paper has been accepted to NeurIPS 2019.

Adversarial ⭐ 10

Creating and defending against adversarial examples

Adversarial Attack On Recurrent Neural Network ⭐ 9

Implement adversarial arrack on Recurrent Neural network built to perform sentiment analysis with LSTM using TensorFlow

Black Box Attacks ⭐ 9

Comparison of gradient estimation techniques for black-box adversarial examples

Seqgan Pytorch ⭐ 8

An optimized version of SeqGAN in pytorch

Linear Region Attack ⭐ 8

A powerful white-box adversarial attack that exploits knowledge about the geometry of neural networks to find minimal adversarial perturbations without doing gradient descent

Adversarialattackinceptionv3 ⭐ 8

Attack InceptionV3 net using FGM( fast gradient method) and show saliency maps.

Adversarial.jl ⭐ 7

Adversarial attacks for Neural Networks written with FluxML

Code for paper: AdvKnn: Adversarial Attacks On K-Nearest Neighbor Classifiers With Approximate Gradients

Interp_regularization ⭐ 6

A novel neural network gradient regularization scheme for adversarial robustness and interpretability.

Library for benchmarking adversarial defence methods.

Simple Gans ⭐ 6

GANs for generating digital distribution

Hnr Extension ⭐ 5

for Hack n Roll NUS 2019

Evolutionary Generated Adversarial Examples

Adversarial_examples ⭐ 5

Code for the NIPS2017 competition on adversarial examples

Understanding_adversarial_examples ⭐ 5

A jupyter notebook containing a walkthrough of how gradient based adversarial attacks work in 2 dimensions - Including both a white-box and black-box attack.

Adversarial Policy Gradient Augmentation ⭐ 5

Adversarial Policy Gradient for Medical Deep Learning Image Augmentation

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1-36 of 36 search results

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