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LISA Traffic Signs Dataset for Pytorch. For Classification. 32x32 images. I use this to reproduce the Activation Clustering Results.
computing tf-idf ponderation with Hadoop MapReduce
TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classification in deep learning.
Code for Data Poisoning Attacks Against Federated Learning Systems
Python package to create adversarial agents for membership inference attacks againts machine learning models
Not All Poisons are Created Equal: Robust Training against Data Poisoning (ICML 2022)
Defenses for data poisoning attacks on machine learning-based NIDS
A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them (no longer maintained)
A bash script to download and build linpack on linux of x86_84 arch.