Implement ensemble defense for poisoning

Trusted-AI / adversarial-robustness-toolbox

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

https://adversarial-robustness-toolbox.readthedocs.io/en/latest/

MIT License

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Implement ensemble defense for poisoning #1389

Closed Nathalie-B closed 2 years ago

Nathalie-B commented 2 years ago

Is your feature request related to a problem? Please describe. Deep Partition Aggregation: Provable Defense against General Poisoning Attacks https://arxiv.org/abs/2006.14768

Describe the solution you'd like

jupyter notebook
examples

Describe alternatives you've considered NA

Additional context NA

keykholt commented 2 years ago

I can work on implementing this