machine-learning-ai.md

opensource-machine-learning-tools

A collection of machine learning tools

Collections

3rd-party lists

• yenchenlin/awesome-adversarial-machine-learning - A curated list of awesome adversarial machine learning resources - 2018停更
• Machine Learning Attack Series
• 404notf0und/AI-for-Security-Learning - 安全场景、基于AI的安全算法和安全数据分析业界实践

Evasion

• uvasrg/EvadeML - An evolutionary framework for evading machine learning-based malware classifiers

Hardening

• Trusted-AI/adversarial-robustness-toolbox - Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams - 2.6K star

Samples

• hjzadeh/Aktaion - Open Source ML tool and data samples for Exploit and Phishing Research
• Samples of Security Related Data

Uncategorized

• mediar-ai/screenpipe - open source 24/7 screen & voice recording for the age of superintelligence - 9K star，通过录屏调用AI，实现自动训练AI
• NeuromorphicComputationResearchProgram/MalConv2 - Classifying Sequences of Extreme Length with Constant Memory Applied to Malware Detection
• QData/deepWordBug - CodeBase for Paper: "Black-box Generation of Adversarial Text Sequences to Evade Deep Learning Classifiers" - 2020停更
• babysor/MockingBird - AI拟声: 5秒内克隆您的声音并生成任意语音内容 Clone a voice in 5 seconds to generate arbitrary speech in real-time - 10.9K star
  • tsrc: 实时中文语音克隆——开源项目MockingBird体验
• neuralchen/SimSwap - An Efficient Framework For High Fidelity Face Swapping
• 13o-bbr-bbq/machine_learning_security/
• sebdraven/hack_lu_2017 - Python and Machine Learning Workshop at Hack.lu 2017
• 13o-bbr-bbq/machine_learning_security - Source code about machine learning and security
• fireeye/stringsifter - a machine learning tool that automatically ranks strings based on their relevance for malware analysis

Resources

• Whitepaper – Practical Attacks on Machine Learning Systems
• Fake It Until You Make It: Using Deep Fakes to Bypass Voice Biometrics - AWS开个GPU机器，训练然后伪造声音