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

• Main Authors: PAPERNOT, Nicolas, MCDANIEL, Patrick, SINHA, Arunesh, WELLMAN, Michael
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2018
• Subjects: Information Security; Theory and Algorithms
• 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
• Institution: Singapore Management University

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...