Privacy Risks of Securing Machine Learning Models against Adversarial Examples

10.1145/3319535.3354211

Saved in:

Bibliographic Details
Main Authors:	Liwei Song, REZA SHOKRI, Prateek Mittal
Other Authors:	DEPARTMENT OF COMPUTER SCIENCE
Format:	Conference or Workshop Item
Published:	Association for Computing Machinery 2020
Subjects:	Machine learning Membership inference attacks Adversarial examples and defenses
Online Access:	https://scholarbank.nus.edu.sg/handle/10635/168381
Tags:	Add Tag No Tags, Be the first to tag this record!
Institution:	National University of Singapore

id	sg-nus-scholar.10635-168381
record_format	dspace
spelling	sg-nus-scholar.10635-1683812024-04-25T08:06:42Z Privacy Risks of Securing Machine Learning Models against Adversarial Examples Liwei Song REZA SHOKRI Prateek Mittal DEPARTMENT OF COMPUTER SCIENCE Machine learning Membership inference attacks Adversarial examples and defenses 10.1145/3319535.3354211 Proceedings of the ACM Conference on Computer and Communications Security 241-257 2020-05-21T07:48:11Z 2020-05-21T07:48:11Z 2019-11-11 Conference Paper Liwei Song, REZA SHOKRI, Prateek Mittal (2019-11-11). Privacy Risks of Securing Machine Learning Models against Adversarial Examples. Proceedings of the ACM Conference on Computer and Communications Security : 241-257. ScholarBank@NUS Repository. https://doi.org/10.1145/3319535.3354211 9781450367479 https://scholarbank.nus.edu.sg/handle/10635/168381 Attribution-NonCommercial 4.0 International http://creativecommons.org/licenses/by-nc/4.0/ Association for Computing Machinery
institution	National University of Singapore
building	NUS Library
continent	Asia
country	Singapore Singapore
content_provider	NUS Library
collection	ScholarBank@NUS
topic	Machine learning Membership inference attacks Adversarial examples and defenses
spellingShingle	Machine learning Membership inference attacks Adversarial examples and defenses Liwei Song REZA SHOKRI Prateek Mittal Privacy Risks of Securing Machine Learning Models against Adversarial Examples
description	10.1145/3319535.3354211
author2	DEPARTMENT OF COMPUTER SCIENCE
author_facet	DEPARTMENT OF COMPUTER SCIENCE Liwei Song REZA SHOKRI Prateek Mittal
format	Conference or Workshop Item
author	Liwei Song REZA SHOKRI Prateek Mittal
author_sort	Liwei Song
title	Privacy Risks of Securing Machine Learning Models against Adversarial Examples
title_short	Privacy Risks of Securing Machine Learning Models against Adversarial Examples
title_full	Privacy Risks of Securing Machine Learning Models against Adversarial Examples
title_fullStr	Privacy Risks of Securing Machine Learning Models against Adversarial Examples
title_full_unstemmed	Privacy Risks of Securing Machine Learning Models against Adversarial Examples
title_sort	privacy risks of securing machine learning models against adversarial examples
publisher	Association for Computing Machinery
publishDate	2020
url	https://scholarbank.nus.edu.sg/handle/10635/168381
_version_	1800914000764993536

Privacy Risks of Securing Machine Learning Models against Adversarial Examples

Similar Items