Improved Manipulation Detection with Convolutional Neural Network for JPEG Images

Author:

Liu Huajian1,Steinebach Martin1,Schölei Kathrin1

Affiliation:

1. Fraunhofer SIT, Darmstadt, Germany

Publisher

ACM

Reference17 articles.

1. Blind Forensics of Median Filtering in Digital Images

2. Detection of operation chain: JPEG-Resampling-JPEG

3. Digital image integrity – a survey of protection and verification techniques

4. Steganalysis by Subtractive Pixel Adjacency Matrix

5. Stamm, "Design Principles of Convolutional Neural Networks for Multimedia Forensics;Bayar Belhassen;Electronic Imaging, Media Watermarking, Security, and Forensics,2017

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3. GCA-Net : Utilizing Gated Context Attention for Improving Image Forgery Localization and Detection;2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW);2022-06

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