An approach to expose dithering-based JPEG anti-forensics.

Forensic Sci Int

Department of ECE, Indian Institute of Technology Roorkee, Roorkee 247667, India. Electronic address:

Published: November 2021

AI Article Synopsis

  • A forensic analyst seeks to improve forensic techniques by analyzing various artefacts, particularly JPEG compression artefacts like blocking and DCT histogram artefacts.
  • JPEG anti-forensic techniques aim to hide these artefacts, which presents a challenge for detection.
  • This paper proposes a new detection method that examines how dithering affects DCT coefficients and includes explanations of current anti-forensic techniques and experimental results validating the new approach.

Article Abstract

A forensic analyst needs to exploit various kinds of artefacts for developing a powerful forensic technique. Among those, the JPEG compression artefacts such as blocking artefacts & DCT histogram artefacts are the most widely used. JPEG anti-forensic techniques aim to disguise forensic detectors by removing these artefacts. Hence, a technique for the detection of dithering-based JPEG anti-forensic methods is the need of an hour. An approach proposed in this paper exploits the spread of discrete cosine transform (DCT) coefficients around integer multiple of quantization step size with repeated application of dithering-based JPEG anti-forensics. The paper first briefly explains dithering-based state-of-the-art JPEG anti-forensic techniques. Then the proposed method is illustrated thoroughly, and finally, experimental results are reported to demonstrate the accuracy of the proposed method.

Download full-text PDF

Source
http://dx.doi.org/10.1016/j.forsciint.2021.111040DOI Listing

Publication Analysis

Top Keywords

dithering-based jpeg
12
jpeg anti-forensic
12
jpeg anti-forensics
8
anti-forensic techniques
8
proposed method
8
jpeg
6
artefacts
5
approach expose
4
dithering-based
4
expose dithering-based
4

Similar Publications

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!