Android Malware Detection Using Machine Learning: Data-Driven Fingerprinting and Threat Intelligence

by Mourad Debbabi, Abdelouahid Derhab, ElMouatez Billah Karbab

Book Overview

The authors develop a malware fingerprinting framework to cover accurate android malware detection and family attribution in this book. The authors emphasize the following: (1) the scalability over a large malware corpus; (2) the resiliency to common obfuscation techniques; (3) the portability over different platforms and architectures.
First, the authors propose an approximate fingerprinting technique for android packaging that captures the underlying...

• Format: Paperback
• Language: English
• ISBN: 3030746666
• ISBN13: 9783030746667
• Release Date: July 2022
• Publisher: Springer
• Length: 202 Pages
• Weight: 0.69 lbs.
• Dimensions: 0.5" x 6.1" x 9.2"