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Digital Forensics and Watermarking

18th International Workshop, IWDW 2019, Chengdu, China, November 2–4, 2019, Revised Selected Papers

  • Conference proceedings
  • © 2020

Overview

Editors:
  1. Hongxia Wang

    1. College of Cybersecurity, Sichuan University, Chengdu, China

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  2. Xianfeng Zhao

    1. Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China

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  3. Yunqing Shi

    1. Department of ECE, New Jersey Institute of Technology, Newark, USA

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  4. Hyoung Joong Kim

    1. Graduate School of Information Study, Korea University, Seoul, Korea (Republic of)

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  5. Alessandro Piva

    1. Department of Information Engineering, University of Florence, Florence, Italy

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12022)

Part of the book sub series: Security and Cryptology (LNSC)

Included in the following conference series:

Conference proceedings info: IWDW 2019.

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Table of contents (34 papers)

  1. Front Matter

    Pages i-xi
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  2. Deep Learning for Multimedia Security

    1. Front Matter

      Pages 1-1
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    2. GAN-Based Steganography with the Concatenation of Multiple Feature Maps

      • Haibin Wu, Fengyong Li, Xinpeng Zhang, Kui Wu
      Pages 3-17

    3. GAN-TStega: Text Steganography Based on Generative Adversarial Networks

      • Zhongliang Yang, Nan Wei, Qinghe Liu, Yongfeng Huang, Yujin Zhang
      Pages 18-31

    4. Optimized CNN with Point-Wise Parametric Rectified Linear Unit for Spatial Image Steganalysis

      • Yi-ming Xue, Wan-li Peng, Yuzhu Wang, Juan Wen, Ping Zhong
      Pages 32-42

    5. Light Multiscale Conventional Neural Network for MP3 Steganalysis

      • Jinghong Zhang, Xiaowei Yi, Xianfeng Zhao, Yun Cao
      Pages 43-56

    6. Improving Audio Steganalysis Using Deep Residual Networks

      • Zhenyu Zhang, Xiaowei Yi, Xianfeng Zhao
      Pages 57-70

    7. Cover-Source Mismatch in Deep Spatial Steganalysis

      • Xunpeng Zhang, Xiangwei Kong, Pengda Wang, Bo Wang
      Pages 71-83

    8. Ensemble Steganalysis Based on Deep Residual Network

      • Qiangjie Li, Guorui Feng, Hanzhou Wu, Xinpeng Zhang
      Pages 84-95

  3. Digital Forensics and Anti-forensics

    1. Front Matter

      Pages 97-97
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    2. Weakly Supervised Adaptation to Re-sizing for Image Manipulation Detection on Small Patches

      • Ludovic Darmet, Kai Wang, François Cayre
      Pages 99-114

    3. GRU-SVM Model for Synthetic Speech Detection

      • Ting Huang, Hongxia Wang, Yi Chen, Peisong He
      Pages 115-125

    4. Median Filtering Detection of Small-Size Image Using AlexCaps-Network

      • Guiduo Duan, Jiayu Miao, Tianxi Huang
      Pages 126-140

    5. Double JPEG Compression Detection Based on Markov Model

      • Jinwei Wang, Wei Huang, Xiangyang Luo, Yung-Qing Shi
      Pages 141-149

    6. Anti-forensics of Image Sharpening Using Generative Adversarial Network

      • Zhangyi Shen, Feng Ding, Yunqing Shi
      Pages 150-157

  4. Digital Watermarking

    1. Front Matter

      Pages 159-159
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    2. A New JPEG Image Watermarking Method Exploiting Spatial JND Model

      • Liwen Qin, Xiaolong Li, Yao Zhao
      Pages 161-170

    3. Improved DM-QIM Watermarking Scheme for PDF Document

      • Minoru Kuribayashi, KokSheik Wong
      Pages 171-183

    4. New Paradigm for Self-embedding Image Watermarking with Poisson Equation

      • Fang Cao, Tianwei Wu, Chuan Qin, Zhenxing Qian, Xinpeng Zhang
      Pages 184-191

  5. Information Hiding

    1. Front Matter

      Pages 193-193
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Other volumes

  1. Digital Forensics and Watermarking

Keywords

About this book

The 22 full papers and 12 shorts papers presented in this volume were carefully reviewed and selected from 70 submissions. The contributions are covering the following topics: deep learning for multimedia security; digital forensics and anti-forensics; digital watermarking; information hiding; steganography and steganalysis; authentication and security.

Editors and Affiliations

  • College of Cybersecurity, Sichuan University, Chengdu, China

    Hongxia Wang

  • Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China

    Xianfeng Zhao

  • Department of ECE, New Jersey Institute of Technology, Newark, USA

    Yunqing Shi

  • Graduate School of Information Study, Korea University, Seoul, Korea (Republic of)

    Hyoung Joong Kim

  • Department of Information Engineering, University of Florence, Florence, Italy

    Alessandro Piva

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