Department of ECE, Thapar Institute of Engineering & Technology, Patiala 147004, India.
Department of ECE, Indian Institute of Technology Roorkee, Roorkee 247667, India.
Forensic Sci Int. 2021 Nov;328:111040. doi: 10.1016/j.forsciint.2021.111040. Epub 2021 Oct 1.
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.
取证分析师需要利用各种人工制品来开发强大的取证技术。在这些人工制品中,JPEG 压缩人工制品(如块效应和 DCT 直方图人工制品)是应用最广泛的。JPEG 反取证技术旨在通过去除这些人工制品来伪装取证探测器。因此,需要一种用于检测基于抖动的 JPEG 反取证方法的技术。本文提出的一种方法利用了在重复应用基于抖动的 JPEG 反取证技术后,离散余弦变换(DCT)系数在量化步长整数倍附近的传播。本文首先简要介绍了基于抖动的最新 JPEG 反取证技术。然后,详细说明了所提出的方法,最后,报告了实验结果,以证明所提出的方法的准确性。