Comprehensive Privacy Analysis of Deep Learning: Passive and Active White-box Inference Attacks against Centralized and Federated Learning

Comprehensive Privacy Analysis of Deep Learning: Passive and Active White-box Inference Attacks against Centralized and Federated Learning

10.1109/SP.2019.00065

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Bibliographic Details
Main Authors: Milad Nasr, REZA SHOKRI, Amir Houmansadr
Other Authors: DEPT OF COMPUTER SCIENCE
Format: Conference or Workshop Item
Published: IEEE 2020
Online Access:https://scholarbank.nus.edu.sg/handle/10635/168423
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Institution: National University of Singapore
id sg-nus-scholar.10635-168423
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spelling sg-nus-scholar.10635-1684232023-09-20T08:59:54Z Comprehensive Privacy Analysis of Deep Learning: Passive and Active White-box Inference Attacks against Centralized and Federated Learning Milad Nasr REZA SHOKRI Amir Houmansadr DEPT OF COMPUTER SCIENCE 10.1109/SP.2019.00065 IEEE Symposium on Security and Privacy (SP) 2020-05-22T06:23:01Z 2020-05-22T06:23:01Z 2019-05-19 Conference Paper Milad Nasr, REZA SHOKRI, Amir Houmansadr (2019-05-19). Comprehensive Privacy Analysis of Deep Learning: Passive and Active White-box Inference Attacks against Centralized and Federated Learning. IEEE Symposium on Security and Privacy (SP). ScholarBank@NUS Repository. https://doi.org/10.1109/SP.2019.00065 978-1-5386-6660-9 https://scholarbank.nus.edu.sg/handle/10635/168423 IEEE
institution National University of Singapore
building NUS Library
continent Asia
country Singapore
Singapore
content_provider NUS Library
collection ScholarBank@NUS
description 10.1109/SP.2019.00065
author2 DEPT OF COMPUTER SCIENCE
author_facet DEPT OF COMPUTER SCIENCE
Milad Nasr
REZA SHOKRI
Amir Houmansadr
format Conference or Workshop Item
author Milad Nasr
REZA SHOKRI
Amir Houmansadr
spellingShingle Milad Nasr
REZA SHOKRI
Amir Houmansadr
Comprehensive Privacy Analysis of Deep Learning: Passive and Active White-box Inference Attacks against Centralized and Federated Learning
author_sort Milad Nasr
title Comprehensive Privacy Analysis of Deep Learning: Passive and Active White-box Inference Attacks against Centralized and Federated Learning
title_short Comprehensive Privacy Analysis of Deep Learning: Passive and Active White-box Inference Attacks against Centralized and Federated Learning
title_full Comprehensive Privacy Analysis of Deep Learning: Passive and Active White-box Inference Attacks against Centralized and Federated Learning
title_fullStr Comprehensive Privacy Analysis of Deep Learning: Passive and Active White-box Inference Attacks against Centralized and Federated Learning
title_full_unstemmed Comprehensive Privacy Analysis of Deep Learning: Passive and Active White-box Inference Attacks against Centralized and Federated Learning
title_sort comprehensive privacy analysis of deep learning: passive and active white-box inference attacks against centralized and federated learning
publisher IEEE
publishDate 2020
url https://scholarbank.nus.edu.sg/handle/10635/168423
_version_ 1778169362306301952

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