Deep Learning Techniques for Behavioral Malware Analysis in Cloud IaaS

Andrew McDole; Maanak Gupta; Mahmoud Abdelsalam; Sudip Mittal; Mamoun Alazab

doi:10.1007/978-3-030-62582-5_10

Deep Learning Techniques for Behavioral Malware Analysis in Cloud IaaS

Andrew McDole, Maanak Gupta, Mahmoud Abdelsalam, Sudip Mittal, Mamoun Alazab

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

Abstract

This chapter focuses on online malware detection techniques in cloud IaaS using machine learning and discusses comparative analysis on the performance metrics of various deep learning models.

Original language	English
Title of host publication	Malware Analysis Using Artificial Intelligence and Deep Learning
Editors	Mark Stamp, Mamoun Alazab, Andrii Shalaginov
Publisher	Springer
Pages	269-285
Number of pages	17
Edition	1
ISBN (Electronic)	9783030625825
ISBN (Print)	9783030625818
DOIs	https://doi.org/10.1007/978-3-030-62582-5_10
Publication status	Published - 20 Dec 2020

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10.1007/978-3-030-62582-5_10

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abstract = "This chapter focuses on online malware detection techniques in cloud IaaS using machine learning and discusses comparative analysis on the performance metrics of various deep learning models.",

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Deep Learning Techniques for Behavioral Malware Analysis in Cloud IaaS. / McDole, Andrew; Gupta, Maanak; Abdelsalam, Mahmoud et al.
Malware Analysis Using Artificial Intelligence and Deep Learning. ed. / Mark Stamp; Mamoun Alazab; Andrii Shalaginov. 1. ed. Springer, 2020. p. 269-285.

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

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Deep Learning Techniques for Behavioral Malware Analysis in Cloud IaaS

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