Enhanced Malware Detection Using Deep Learning: A Comprehensive Framework for Feature Extraction and Classification

Zohaib Ahmad
ISSN / E-ISSN
2522-3429 / 2616-6003
DOI
10.54692/ijeci.2024.0802192 ↗
Volume · Issue · Pages
8 · 2 · —
Publisher
LGU
Article URL
https://ijeci.lgu.edu.pk/index.php/ijeci/article/view/28 ↗
Article details
Unverified
Publication date (each date has its type and source)
12 Jun 2025
Publisher publication date · source: Journal websites (OAI-PMH feeds of Open Journal Systems)
Dates on record for this article
TypeDateSource
Publisher publication date12 Jun 2025 Journal websites (OAI-PMH feeds of Open Journal Systems)

Keywords (as given): Malware analysis; neural networks; feature extraction; deep learning

HEC Status at Publication Not the journal's current status

HEC Status at PublicationConclusive
HEC status at publication Recognized Y
Based on the recorded HEC dataset applicable to the article's publication date. Listed as Y in the HEC list for 2024–25.
Journal
International journal for electronic crime investigation (Online)
Publication date used
12 Jun 2025 (Publisher publication date)
Applicable HEC period
2024–25 (version 1) · 01 Oct 2024 – 31 Mar 2026
Category
Y
Recognition status
Recognized (OK_RECORD_FOUND)
Source
List of national journals 2024-25 page 38, row 359
Verification status
Verified against source · last verified 23 Sep 2026
Informational only. HJRS.com.pk is independent and is not an official HEC website: confirm with the source document.