From Evidence to Insight: AI in Digital Forensics
DOI:
https://doi.org/10.32628/CSEIT2410612419Abstract
Cyber forensics is a rapidly evolving field that plays a critical role in investigating and mitigating cybercrime. This paper aims to provide a comprehensive introduction to the essential aspects of cyber forensics. It delves into the status of digital data, network forensics, basic log analysis, malware forensics, reverse engineering, endpoint detection, and anti-forensics techniques. With a focus on practical applications, it offers insights into frameworks, guidelines, and best practices, ensuring a robust understanding of the subject. Overview Cyber forensics is a rapidly evolving field that plays a critical role in investigating and mitigating cybercrime. This document provides an overview of key concepts, techniques, and tools used in the field of cyber forensics. It includes topics such as event log analysis, malware forensics, disk imaging, and network analysis.
Downloads
References
"Computer Forensics: Cybercrime, Laws, and Evidence" by Marjie T. Britz Covers cybercrime investigation techniques, legal considerations, and forensic practices.
"Guide to Computer Forensics and Investigations" by Bill Nelson, Amelia Phillips, and Christopher Steuart Detailed explanation of forensic methods, tools, and case studies.
"The Art of Memory Forensics: Detecting Malware and Threats in Windows, Linux, and Mac Memory" by Michael Hale Ligh, Andrew Case, and Jamie Levy Memory forensic analysis techniques and malware detection.
"Practical Malware Analysis: The Hands-On Guide to Dissecting Malicious Software" by Michael Sikorski and Andrew Honig In-depth techniques for reverse engineering malware.
"Threat Hunting in Cybersecurity" by Andrew Pease Focuses on proactive threat-hunting techniques.
Journal of Digital Forensics, Security, and Law (JDFSL) Peer-reviewed articles on digital forensics, security practices, and laws.
International Journal of Scientific Research in Computer Science, Engineering an Information Technology, Securing the Malware for Cyber Security Privacy an Users Turt, Premanand VN, Dr N Kala, Vol:10, Issue:6, Pp:1890 –1918, Nov-Dec 2024 DOI: https://doi.org/10.32628/CSEIT241061238
IEEE Xplore Digital Library Numerous papers on intrusion detection, log analysis, and network forensics.
ACM Transactions on Information and System Security (TISSEC) Research on threat modeling, vulnerability analysis, and advanced cyber defense techniques.
SANS Digital Forensics and Incident Response Blog https://www.sans.org/blog/dfirProvides forensic tools, techniques, and use cases.
Krebs on Security https://krebsonsecurity.com Cybersecurity news and analysis.
Digital Forensics Association (DFA) http://www.digitalforensicsassociation.org/ Resources on case studies and forensic methodologies.
Security Boulevard https://securityboulevard.com Insightful blogs on threat hunting and cybersecurity strategies.
The DFIR Report Focused on real-world incident analysis and digital forensics workflows.
NetworkChuck Hands-on tutorials on cybersecurity and forensic tools.
Cyberspatial Explains cyber concepts, including intrusion detection and timeline analysis.
Pluralsight Offers specialized content on threat hunting and forensic practices.
Computerphile Discusses cybersecurity and digital forensics topics.
MIT OpenCourseWare - Cybersecurity and Cyber Forensics https://ocw.mit.edu Free resources on cybersecurity techniques and principles.
Coursera – Digital Forensics by University of Colorado https://www.coursera.org/ Offers courses on digital forensic investigations.
EDX - Cybersecurity Fundamentals https://www.edx.org Cybersecurity and threat-hunting basics.
EnCase Forensic User Guides Comprehensive manuals for using EnCase in investigations.
Autopsy User Documentation https://www.autopsy.com/ Tutorials and case examples using Autopsy forensic tools.
Maltego Tutorials https://www.maltego.com/ Guides and videos on cyber intelligence and forensic investigations.
Downloads
Published
Issue
Section
License
Copyright (c) 2024 International Journal of Scientific Research in Computer Science, Engineering and Information Technology
This work is licensed under a Creative Commons Attribution 4.0 International License.
