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1book

《Web安全之机器学习入门》

2018-blackhat-tools-list

2018 BlackHat Tools List

2book

《Web安全之深度学习实战》

3book

《Web安全之强化学习与GAN》

4book

《企业安全建设入门:基于开源软件打造企业网络安全》

adaptive-segmentation-mask-attack

Pre-trained model, code, and materials from the paper "Impact of Adversarial Examples on Deep Learning Models for Biomedical Image Segmentation" (MICCAI 2019).

adv-eval-paper

LaTeX source for the paper "On Evaluating Adversarial Robustness"

advbox

Advbox是基于PaddlePaddle Fluid开发的支持常见深度学习框架的AI模型安全工具箱，用于生成对抗样本，衡量AI模型鲁棒性 （ Advbox is a toolbox based on PaddlePaddle Fluid to generate adversarial examples ,it can benchmark the robustness of machine learning models. It support TensorFlow,Caffe2 and multi-GPU , help more users generate more adversarial examples more faster.）

adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

adversarial-attacks

Code for our CVPR 2018 paper, "On the Robustness of Semantic Segmentation Models to Adversarial Attacks"

adversarial-examples-pytorch

Implementation of adversarial attacks and defences.

adversarial-face-attack

Black-Box Adversarial Attack on Public Face Recognition Systems

adversarial-logit-pairing-analysis

Analysis of Adversarial Logit Pairing

adversarial-medicine

Code for the paper "Adversarial Attacks Against Medical Deep Learning Systems"

adversarial-robustness-public

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

adversarial-robustness-toolbox

This is a library dedicated to adversarial machine learning. Its purpose is to allow rapid crafting and analysis of attacks and defense methods for machine learning models. The Adversarial Robustness Toolbox provides an implementation for many state-of-the-art methods for attacking and defending classifiers.

adversarial-traffic-signs

Classification, Object Detection and Adversarial Attack of Chinese Traffic Signs

adversarial-training-for-free

Unofficial implementation of the paper 'Adversarial Training for Free'

adversarial_example_web

A web platform to generate adversarial example, use TensorFlow, Django, Vue.js

adversarial_examples

对抗样本

adversarial_genattack

adversarial_image_defenses

Countering Adversarial Image using Input Transformations.

adversedrive

Attacking Vision based Perception in End-to-end Autonomous Driving Models

advgan_pytorch

an Pytorch implementation of the paper "Generating Adversarial Examples with Adversarial Networks" (advGAN).

advml-traffic-sign

Code for the 'DARTS: Deceiving Autonomous Cars with Toxic Signs' paper

age

Code for the paper "Adversarial Generator-Encoder Networks"

alphazero_gomoku

An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)

altair

Declarative statistical visualization library for Python

amazingwoo.github.io

amazingwoo.vip

amfl

Adversarial Multiscale Features Learning for Overlapping Chromosome Segmentation