Disguised executable files in spear-phishing emails: Detecting the point of entry in advanced persistent threat

Ibrahim Ghafir, Vaclav Prenosil, Mohammad Hammoudeh, Francisco J. Aparicio-Navarro, Khaled Rabie, Ahmad Jabban

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

16 Scopus citations

Abstract

In recent years, cyber attacks have caused substantial financial losses and been able to stop fundamental public services. Among the serious attacks, Advanced Persistent threat (APT) has emerged as a big challenge to the cyber security hitting selected companies and organisations. The main objectives of APT are data exfiltration and intelligence appropriation. As part of the APT life cycle, an attacker creates a Point of Entry (PoE) to the target network. This is usually achieved by installing malware on the targeted machine to leave a back-door open for future access. A common technique employed to breach into the network, which involves the use of social engineering, is the spear phishing email. These phishing emails may contain disguised executable files. This paper presents the disguised executable file detection (DeFD) module, which aims at detecting disguised exe files transferred over the network connections. The detection is based on a comparison between the MIME type of the transferred file and the file name extension. This module was experimentally evaluated and the results show a successful detection of disguised executable files.

Original languageEnglish
Title of host publicationProceedings of the 2nd International Conference on Future Networks and Distributed Systems, ICFNDS 2018
PublisherAssociation for Computing Machinery
ISBN (Electronic)9781450364287
DOIs
StatePublished - 26 Jun 2018
Externally publishedYes

Publication series

NameACM International Conference Proceeding Series

Bibliographical note

Publisher Copyright:
© 2018 ACM.

Keywords

  • Advanced persistent threat
  • Cyber attacks
  • Disguised executable file
  • Intrusion detection system
  • Malware
  • Spear-phishing emails

ASJC Scopus subject areas

  • Software
  • Human-Computer Interaction
  • Computer Vision and Pattern Recognition
  • Computer Networks and Communications

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