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8 search results found

Awesome Trustworthy Deep Learning ⭐ 254

A curated list of trustworthy deep learning papers. Daily updating...

Guardian Ai ⭐ 29

Oracle Guardian AI Open Source Project is a library consisting of tools to assess fairness/bias and privacy of machine learning models and data sets.

Collaborativefairfederatedlearning ⭐ 25

Official implementation of our work "Collaborative Fairness in Federated Learning."

code for TPDS paper "Towards Fair and Privacy-Preserving Federated Deep Models"

Apprenticeship ⭐ 13

A notebook of awesome privacy protection,federated learning, fairness and blockchain research materials.

Ldp Fairness Impact ⭐ 7

Repository for the DBSec 2023 paper "(Local) Differential Privacy has NO Disparate Impact on Fairness"

Aaai 2021 Tutorial ⭐ 5

Anupam Datta, Matt Fredrikson, Klas Leino, Kaiji Lu, Shayak Sen, Zifan Wang

Deep Learning Fairness ⭐ 5

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