SoK: Towards the Science of security and privacy in machine learning

Advances in machine learning (ML) in recent years have enabled a dizzying array of applications such as data analytics, autonomous systems, and security diagnostics. ML is now pervasive—new systems and models are being deployed in every domain imaginable, leading to rapid and widespread deployment o...

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Bibliographic Details
Main Authors: PAPERNOT, Nicolas, MCDANIEL, Patrick, SINHA, Arunesh, WELLMAN, Michael
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2018
Subjects:
Online Access:https://ink.library.smu.edu.sg/sis_research/4790
https://ink.library.smu.edu.sg/context/sis_research/article/5793/viewcontent/1611.03814.pdf
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Institution: Singapore Management University
Language: English