REVEALING PRIVACY RISKS IN PRIVACY-PRESERVING MACHINE LEARNING: A STUDY OF DATA INFERENCE ATTACKS

Ph.D

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Bibliographic Details
Main Author:	LUO XINJIAN
Other Authors:	COMPUTER SCIENCE
Format:	Theses and Dissertations
Language:	English
Published:	2024
Subjects:	Machine Learning, Attacks, Privacy Risks, Federated Learning, Model Explanations, Model Sharing
Online Access:	https://scholarbank.nus.edu.sg/handle/10635/249467
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Institution:	National University of Singapore
Language:	English

id	sg-nus-scholar.10635-249467
record_format	dspace
spelling	sg-nus-scholar.10635-2494672024-10-24T18:20:12Z REVEALING PRIVACY RISKS IN PRIVACY-PRESERVING MACHINE LEARNING: A STUDY OF DATA INFERENCE ATTACKS LUO XINJIAN COMPUTER SCIENCE Xiaokui Xiao Machine Learning, Attacks, Privacy Risks, Federated Learning, Model Explanations, Model Sharing Ph.D DOCTOR OF PHILOSOPHY (SOC) 2024-08-13T02:38:08Z 2024-08-13T02:38:08Z 2024-05-15 Thesis LUO XINJIAN (2024-05-15). REVEALING PRIVACY RISKS IN PRIVACY-PRESERVING MACHINE LEARNING: A STUDY OF DATA INFERENCE ATTACKS. ScholarBank@NUS Repository. https://scholarbank.nus.edu.sg/handle/10635/249467 0000-0001-9671-5104 en
institution	National University of Singapore
building	NUS Library
continent	Asia
country	Singapore Singapore
content_provider	NUS Library
collection	ScholarBank@NUS
language	English
topic	Machine Learning, Attacks, Privacy Risks, Federated Learning, Model Explanations, Model Sharing
spellingShingle	Machine Learning, Attacks, Privacy Risks, Federated Learning, Model Explanations, Model Sharing LUO XINJIAN REVEALING PRIVACY RISKS IN PRIVACY-PRESERVING MACHINE LEARNING: A STUDY OF DATA INFERENCE ATTACKS
description	Ph.D
author2	COMPUTER SCIENCE
author_facet	COMPUTER SCIENCE LUO XINJIAN
format	Theses and Dissertations
author	LUO XINJIAN
author_sort	LUO XINJIAN
title	REVEALING PRIVACY RISKS IN PRIVACY-PRESERVING MACHINE LEARNING: A STUDY OF DATA INFERENCE ATTACKS
title_short	REVEALING PRIVACY RISKS IN PRIVACY-PRESERVING MACHINE LEARNING: A STUDY OF DATA INFERENCE ATTACKS
title_full	REVEALING PRIVACY RISKS IN PRIVACY-PRESERVING MACHINE LEARNING: A STUDY OF DATA INFERENCE ATTACKS
title_fullStr	REVEALING PRIVACY RISKS IN PRIVACY-PRESERVING MACHINE LEARNING: A STUDY OF DATA INFERENCE ATTACKS
title_full_unstemmed	REVEALING PRIVACY RISKS IN PRIVACY-PRESERVING MACHINE LEARNING: A STUDY OF DATA INFERENCE ATTACKS
title_sort	revealing privacy risks in privacy-preserving machine learning: a study of data inference attacks
publishDate	2024
url	https://scholarbank.nus.edu.sg/handle/10635/249467
_version_	1821184485528436736

REVEALING PRIVACY RISKS IN PRIVACY-PRESERVING MACHINE LEARNING: A STUDY OF DATA INFERENCE ATTACKS

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