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Top 4 backdoor-attacks open source projects

Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.

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python HTML security machine-learning research pytorch adversarial backdoors adversarial-machine-learning federated-learning backdoor-attacks neural-trojan deep-learning-security ml-backdoors deep-learning-backdoors

MSBackdoor

[Discontinued] Transform your payload into fake powerpoint (.ppt)

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shell backdoor ubuntu spoof backdoors ppt kali-tools backdoor-attacks

trojanzoo

TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classification in deep learning.

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python Dockerfile deep-learning pytorch image-classification adversarial-attacks backdoor-attacks

NAD

This is an implementation demo of the ICLR 2021 paper [Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks](https://openreview.net/pdf?id=9l0K4OM-oXE) in PyTorch.

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python deep-neural-networks pytorch backdoor-attacks backdoor-defense erasing-backdoor-triggers

1-4 of 4 backdoor-attacks projects