4EU+ online seminars on "Security, Privacy, and Data Protection"
Malware detection using machine learning
9 December 2021 16:00 – 17:30 CET Link to online seminars: Zoom
Abstract
While static analysis identifies malware based on its binary representation, dynamic analysis tries to detect hostile code by monitoring its behavior in terms of network activity or of its interaction with the host system. The talk introduces Machine-Learning based techniques for dynamic malware detection, highlighting the problem of behavior representation and monitoring. A case study on android malware is discussed as a proof-of-concept.
Short bio
TBD

While static analysis identifies malware based on its binary representation, dynamic analysis tries to detect hostile code by monitoring its behavior in terms of network activity or of its interaction with the host system. The talk introduces Machine-Learning based techniques for dynamic malware detection, highlighting the problem of behavior representation and monitoring. A case study on android malware is discussed as a proof-of-concept.

4EU+ online seminars on "Security, Privacy, and Data Protection"

Malware detection using machine learning

Abstract

Short bio