Federated Principal Component Analysis Revisited!
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Updated
Nov 1, 2021 - MATLAB
Federated Principal Component Analysis Revisited!
ConTPL: Controlling Temporal Privacy Leakage in Streaming Data Release with Differential Privacy
An optimization-based mechanism 𧬠π to selectively hide the minimum number of overlapping SNPs among the family members π¨βπ©βπ§βπ¦ who participated in the genomic studies (i.e. GWAS). Our goal is to distort the dependencies among the family members in the original database for achieving better privacy without significantly degrading the data utility.
This is a privacy-preserving model that sanitizes the collection of user information from a social network utilizing restricted local differential privacy (LDP) to save synthetic copies of collected data
This repository is for the ACC 2023 conference paper titled "Statistical Verification of Traffic Systems with Expected Differential Privacy
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