Data Privacy and Trustworthy Machine Learning Research Lab

All

10 repositories

ml_privacy_meter
Public
Privacy Meter: An open-source library to audit data privacy in statistical and machine learning algorithms.
inference data-privacy gdpr data-protection information-leakage membership-inference-attack data-protection-impact-assessment privacy-audit machine-learning privacy
Python
•
MIT License
•103•615•1•4•Updated Dec 24, 2024Dec 24, 2024
privacy_meter_dev
Public
A dev repo for ml_privacy_meter
Python
•
MIT License
•103•0•0•0•Updated Dec 17, 2024Dec 17, 2024
project_YYYY_projectname
Public template
A template for a project repository
TeX
•1•0•0•0•Updated Jun 9, 2024Jun 9, 2024
lood_in_ml
Public
Python
•
Apache License 2.0
•0•5•0•0•Updated Apr 18, 2024Apr 18, 2024
Data-Order-Randomness-versus-Group-Fairness
Public
Python
•0•1•0•0•Updated Aug 22, 2023Aug 22, 2023
bias_in_FL
Public
This is the code repository for the paper titled "Bias Propagation in Federated Learning" which was accepted to the International Conference on Learning Representations (ICLR) 2023.
Python
•2•11•0•0•Updated Mar 28, 2023Mar 28, 2023
adversarial_bias
Public
Analyzing Adversarial Bias and the Robustness of Fair Machine Learning
machine-learning bias robustness algorithmic-fairness data-poisoning
Python
•1•7•0•0•Updated Jun 18, 2021Jun 18, 2021
location_privacy_meter
Public
Location Privacy Meter: A tool to model human mobility and quantify location privacy
inference data-privacy gdpr location-data information-leakage privacy
C++
•4•16•3•0•Updated May 25, 2021May 25, 2021
soteria_private_nn_inference
Public
Verilog
•1•3•0•0•Updated Sep 29, 2020Sep 29, 2020
datasets
Public
Processed datasets that we have used in our research
5•13•2•0•Updated Apr 30, 2020Apr 30, 2020