adversarial-machine-learning topic

A Python library for Secure and Explainable Machine Learning

pralab

Generalized Data-free Universal Adversarial Perturbations

val-iisc

[IEEE S&P Workshop 2018] "Adversarial Deep Learning for Robust Detection of Binary Encoded Malware" Abdullah Al-Dujaili, Alex Huang, Erik Hemberg, Una-May O’Reilly

ALFA-group

A PyTorch Toolbox for creating adversarial examples that fool neural networks.

nebula-beta

[NeurIPS 2020, Spotlight] Code for "Robust Deep Reinforcement Learning against Adversarial Perturbations on Observations"

chenhongge

A repository to quickly generate synthetic data and associated trojaned deep learning models

trojai

Robustness benchmark for DNN models.

advboxes

SHIELD: Fast, Practical Defense and Vaccination for Deep Learning using JPEG Compression

poloclub

A simple GUI tool for generating adversarial poses of objects.

airalcorn2

Radio Frequency Machine Learning with PyTorch

brysef