The Top 10 Risks of Machine Learning Security

Gary Mcgraw; Richie Bonett; Victor Shepardson; Harold Figueroa

doi:10.1109/MC.2020.2984868

The Top 10 Risks of Machine Learning Security

Gary Mcgraw
, Richie Bonett
, Victor Shepardson
, Harold Figueroa

Faculty of Icelandic and Comparative Cultural Studies

University of Iceland

Research output: Contribution to specialist publication › Article

Abstract

Our recent architectural risk analysis of machine learning systems identified 78 particular risks associated with nine specific components found in most machine learning systems. In this article, we describe and discuss the 10 most important security risks of those 78.

Original language	English
Pages	57-61
Number of pages	5
Volume	53
No.	6
Specialist publication	Computer
DOIs	https://doi.org/10.1109/MC.2020.2984868
Publication status	Published - Jun 2020

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title = "The Top 10 Risks of Machine Learning Security",

abstract = "Our recent architectural risk analysis of machine learning systems identified 78 particular risks associated with nine specific components found in most machine learning systems. In this article, we describe and discuss the 10 most important security risks of those 78.",

author = "Gary Mcgraw and Richie Bonett and Victor Shepardson and Harold Figueroa",

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N2 - Our recent architectural risk analysis of machine learning systems identified 78 particular risks associated with nine specific components found in most machine learning systems. In this article, we describe and discuss the 10 most important security risks of those 78.

AB - Our recent architectural risk analysis of machine learning systems identified 78 particular risks associated with nine specific components found in most machine learning systems. In this article, we describe and discuss the 10 most important security risks of those 78.

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The Top 10 Risks of Machine Learning Security

Abstract

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