Cyber-Physical-Social Aware Privacy Preserving in Location-Based Service
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DOI: 10.1109/access.2018.2871158
Abstract: The privacy leakage resulting from location-based service (LBS) has become a critical issue. To preserve user privacy, many previous studies have investigated to prevent LBS servers from user privacy theft. However, they only consider whether… read more here.
Keywords: location based; cyber physical; privacy leakage; physical social ... See more keywords
Beyond Class-Level Privacy Leakage: Breaking Record-Level Privacy in Federated Learning
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DOI: 10.1109/jiot.2021.3089713
Abstract: Federated learning (FL) enables multiple clients to collaboratively build a global learning model without sharing their own raw data for privacy protection. Unfortunately, recent research still found privacy leakage in FL, especially on image classification… read more here.
Keywords: privacy leakage; level; privacy; record level ... See more keywords
Privacy Leakage of Location Sharing in Mobile Social Networks: Attacks and Defense
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Dependable and Secure Computing"
DOI: 10.1109/tdsc.2016.2604383
Abstract: Along with the popularity of mobile social networks (MSNs) is the increasing danger of privacy breaches due to user location exposures. In this work, we take an initial step towards quantifying location privacy leakage from… read more here.
Keywords: location; mobile social; social networks; privacy leakage ... See more keywords