awesome-adversarial-machine-learning

A curated list of awesome AML attacks and defences frameworks and resources.
https://github.com/man3kin3ko/awesome-adversarial-machine-learning

Last synced: 17 days ago
JSON representation

CTF and Hackathons
Attacks based on domain
Attacks based on strategy
Controls Guidelines
- AISecOps
- ENISA: Securing Machine Learning Algorithms
Frameworks
- **foolbox**
- **cleverhans**
Terminology
- NIST: A Taxonomy and Terminology of Adversarial Machine Learning
Threat Modeling
Case Studies
- MITRE reports on in-the-wild
- Avito fights content theft using adversarial attacks

Programming Languages

Python 1 HTML 1 C++ 1

Categories

Attacks based on strategy 15 CTF and Hackathons 10 Attacks based on domain 6 Threat Modeling 5 Case Studies 2 Controls Guidelines 2 Frameworks 2 Terminology 1

Sub Categories

Keywords

tensorflow 1 pytorch 1 python 1 machine-learning 1 keras 1 jax 1 adversarial-examples 1 adversarial-attacks 1 ultrasound 1 speech-recognition 1 security 1 inaudible-voice-commands 1