IH&MMSec '17- Proceedings of the 5th ACM Workshop on Information Hiding and Multimedia Security

SESSION: Keynote Address 1

Every Move You Make: Tracking Smartphone Users through Motion Sensors

  • Anupam Das

SESSION: Media Forensics & Counterforensics

Information-theoretic Bounds of Resampling Forensics: New Evidence for Traces Beyond Cyclostationarity

  • Cecilia Pasquini
  • Rainer Böhme

Countering Anti-Forensics of Lateral Chromatic Aberration

  • Owen Mayer
  • Matthew C. Stamm

Modeling Attacks on Photo-ID Documents and Applying Media Forensics for the Detection of Facial Morphing

  • Christian Kraetzer
  • Andrey Makrushin
  • Tom Neubert
  • Mario Hildebrandt
  • Jana Dittmann

SESSION: Steganography & Steganalysis

The Square Root Law of Steganography: Bringing Theory Closer to Practice

  • Andrew D. Ker

Nonlinear Feature Normalization in Steganalysis

  • Mehdi Boroumand
  • Jessica Fridrich

Improving GFR Steganalysis Features by Using Gabor Symmetry and Weighted Histograms

  • Chao Xia
  • Qingxiao Guan
  • Xianfeng Zhao
  • Zhoujun Xu
  • Yi Ma

SESSION: Deep Learning for Steganalysis

Deep Convolutional Neural Network to Detect J-UNIWARD

  • Guanshuo Xu

JPEG-Phase-Aware Convolutional Neural Network for Steganalysis of JPEG Images

  • Mo Chen
  • Vahid Sedighi
  • Mehdi Boroumand
  • Jessica Fridrich

Audio Steganalysis with Convolutional Neural Network

  • Bolin Chen
  • Weiqi Luo
  • Haodong Li

SESSION: Keynote Address 2

Using Stylometry to Attribute Programmers and Writers

  • Rachel Greenstadt

SESSION: Data Hiding in Natural Language, Watermarking

Towards Imperceptible Natural Language Watermarking for German

  • Oren Halvani
  • Martin Steinebach
  • Lukas Graner

Text Steganography with High Embedding Rate: Using Recurrent Neural Networks to Generate Chinese Classic Poetry

  • Yubo Luo
  • Yongfeng Huang

Audio Reversible Watermarking Scheme in the intDCT Domain with Modified Prediction Error Expansion

  • Alejandra Menendez-Ortiz
  • Claudia Feregrino-Uribe
  • Jose Juan Garcia-Hernandez

A Minimum Distortion: High Capacity Watermarking Technique for Relational Data

  • Maikel L. Pérez Gort
  • Claudia Feregrino Uribe
  • Jyrki Nummenmaa

SESSION: Video Steganalysis

A Steganalytic Algorithm to Detect DCT-based Data Hiding Methods for H.264/AVC Videos

  • Peipei Wang
  • Yun Cao
  • Xianfeng Zhao
  • Meineng Zhu

Combined and Calibrated Features for Steganalysis of Motion Vector-Based Steganography in H.264/AVC

  • Liming Zhai
  • Lina Wang
  • Yanzhen Ren

SESSION: Deep Learning for Media Forensics

A Generic Approach Towards Image Manipulation Parameter Estimation Using Convolutional Neural Networks

  • Belhassen Bayar
  • Matthew C. Stamm

Recasting Residual-based Local Descriptors as Convolutional Neural Networks: an Application to Image Forgery Detection

  • Davide Cozzolino
  • Giovanni Poggi
  • Luisa Verdoliva

Image Forensics Based on Transfer Learning and Convolutional Neural Network

  • Yifeng Zhan
  • Yifang Chen
  • Qiong Zhang
  • Xiangui Kang