A curated list of awesome adversarial machine learning resources
对抗样本(Adversarial Examples)和投毒攻击(Poisoning Attacks)相关资料
Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams
翻译 - 对抗性鲁棒性工具箱(ART)-用于机器学习安全性的Python库-规避,中毒,提取,推理
Benchmarking and Visualization Tool for Adversarial Machine Learning
An implementation of the 'fast gradient sign method' from the paper 'Explaining and Harnessing Adversarial Examples'
Create adversarial attacks against machine learning Windows malware detectors
A curated list of papers on adversarial machine learning (adversarial examples and defense methods).
Generative Adversarial Network Demo for Fresh Machine Learning #2
🗣️ Tool to generate adversarial text examples and test machine learning models against them
VizSec17: Web-based visualization tool for adversarial machine learning / LiveDemo
《Probabilistic Machine Learning》 - 《概率机器学习》系列丛书,作者 Kevin Murphy
《Machine Learning Systems: Design and Implementation》 中文译本 - 《机器学习系统:设计和实现》
code for "Adversarial Feature Learning"
Adversarial Learning, Matrix Factorization, Recommendation
#计算机科学#Machine learning, in numpy
翻译 - 机器学习,以数字表示
Basic Machine Learning and Deep Learning
翻译 - 基础机器学习和深度学习
Machine learning resources
#算法刷题#Open Machine Learning Course
翻译 - 开放式机器学习课程
Machine Learning for Go
翻译 - Go机器学习
#计算机科学#scikit-learn 是基于 SciPy、NumPy、matplotlib 构建的 Python 机器学习框架
#计算机科学#A resource for learning about Machine learning & Deep Learning
翻译 - 学习ML,DL,PyTorch和TensorFlow的资源。反馈总是感激:)
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
翻译 - 一个Python自动化机器学习工具,可使用基因编程来优化机器学习管道。