A Survey of Machine Learning Algorithms and Their Application in Information Security

Publication Date

January 2018

Document Type

Contribution to a Book

Publication Title

Guide to Vulnerability Analysis for Computer Networks and Systems

Editor

Simon Parkinson, Andrew Crampton, and Richard Hill

DOI

10.1007/978-3-319-92624-7_2

First Page

33

Last Page

55

Abstract

In this survey, we touch on the breadth of applications of machine learning to problems in information security. A wide variety of machine learning techniques are introduced, and a sample of the applications of each to security-related problems is briefly discussed.

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