Membership Inference Attacks Against Privacy-Preserving Machine Learning

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Journal Title
Journal ISSN
Volume Title
Perustieteiden korkeakoulu | Bachelor's thesis
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Date
2021-04-16
Department
Major/Subject
Data Science
Mcode
SCI3095
Degree programme
Aalto Bachelor’s Programme in Science and Technology
Language
en
Pages
26
Series
Description
Supervisor
Käpylä, Maarit
Thesis advisor
Prediger, Lukas
Keywords
membership inference attack, classifier, privacy-preserving machine learning, differential privacy, machine learning, neural networks
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Citation