Author Login IJIRT Partner Network (IPN) Login

Forensic Analysis Techniques for Deepfake Investigation

  • Unique Paper ID: 165140
  • Volume: 11
  • Issue: 1
  • PageNo: 547-552
  • Abstract:
  • In an era marked by the rampant proliferation of deepfake technology, our world is grappling with unprecedented challenges in safeguarding the authenticity of digital content. This review paper endeavors to shed light on the intricate landscape of deepfake creation and dissemination, offering a comprehensive overview of forensic analysis techniques tailored specifically for investigating manipulated media. The paper will explore detection, verification, and attribution methodologies, exploring the underlying principles of both traditional and cutting-edge approaches. From machine learning and facial biometrics to image and video manipulation detection, audio analysis, and data provenance tracking, we dissect the arsenal of tools available for combatting the rising tide of deepfake threats. To reduce bias a comprehensive literature search and objective assessment of the retrieved papers is performed. A search was conducted in the Google Scholar, PubMed, MEDLINE, Scopus, and Science Direct databases until 2022. The search keywords include various combinations like digital forensics, forensic science, deepfake technology, algorithms and artificial intelligence This systematic review critically reviewed 60 relevant studies.
Download article email to a friend

Cite This Article

  • ISSN: 2349-6002
  • Volume: 11
  • Issue: 1
  • PageNo: 547-552

Forensic Analysis Techniques for Deepfake Investigation

Related Articles

Impact Factor
8.01 (Year 2024)
UGC Approved
Journal no 47859

Join Our IPN

IJIRT Partner Network

Submit your research paper and those of your network (friends, colleagues, or peers) through your IPN account, and receive 800 INR for each paper that gets published.

Join Now

Latest Publication

Archive

View More

Recent Conferences

NCSEM 2024

National Conference on Sustainable Engineering and Management - 2024 Last Date: 15th March 2024

Submit inquiry