Litcius/Paper detail

An Assistive Tool For Fileless Malware Detection

Pramod Borana, Vikas Sihag, Gaurav Choudhary, Manu Vardhan, Pradeep Kumar Singh

202124 citationsDOI

Abstract

While fileless and file-based malware attacks are two completely different approaches, even their assistance and detection tools vary. Fileless malware executes in a non-traditional way without leaving traces on the file system, thus evading detection engines. They are powerful because of their persistence and evasion methods. To analyze such malware, we propose an assistive tool for forensic examiners. It assists in identifying abnormal process, network and system activities. This paper also presents background knowledge of fileless life cycle and infection methods.

Topics & Concepts

MalwareComputer scienceEvasion (ethics)Process (computing)Computer securityMalware analysisOperating systemImmune systemImmunologyBiologyAdvanced Malware Detection TechniquesNetwork Security and Intrusion DetectionDigital and Cyber Forensics