Membership Inference Alternatives

Code for Membership Inference Attack against Machine Learning Models (in Oakland 2017)
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Alternatives To csong27/membership-inference
Project Name Stars Downloads Repos Using This Packages Using This Most Recent Commit Total Releases Latest Release Open Issues License Language
Trusted-AI/adversarial-robustness-toolbox 4,273 0 9 about 2 years ago 56 September 22, 2023 145 mit Python
Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams
bethgelab/foolbox 2,600 9 5 about 2 years ago 70 April 02, 2022 26 mit Python
A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX
QData/TextAttack 2,597 0 5 over 2 years ago 46 September 11, 2023 52 mit Python
TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/
Hyperparticle/one-pixel-attack-keras 1,078 0 0 over 5 years ago 0 4 mit Jupyter Notebook
Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet
mitre/advmlthreatmatrix 904 0 0 over 3 years ago 0 2
Adversarial Threat Landscape for AI Systems
DSE-MSU/DeepRobust 904 0 1 over 2 years ago 13 November 13, 2023 44 mit Python
A pytorch adversarial library for attack and defense methods on images and graphs
THUYimingLi/backdoor-learning-resources 888 0 0 over 2 years ago 0 0 mit
A list of backdoor learning resources
safe-graph/graph-adversarial-learning-literature 772 0 0 over 2 years ago 0 0
A curated list of adversarial attacks and defenses papers on graph-structured data.
shramos/Awesome-Cybersecurity-Datasets 765 0 0 about 3 years ago 0 8
A curated list of amazingly awesome Cybersecurity datasets
privacytrustlab/ml_privacy_meter 501 0 0 over 2 years ago 1 May 13, 2022 12 mit Jupyter Notebook
Privacy Meter: An open-source library to audit data privacy in statistical and machine learning algorithms.
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