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ORCID5. IH&MMSec 2017: Philadelphia, PA, USA
- Matthew C. Stamm, Matthias Kirchner, Sviatoslav Voloshynovskiy:
Proceedings of the 5th ACM Workshop on Information Hiding and Multimedia Security, IH&MMSec 2017, Philadelphia, PA, USA, June 20-22, 2017. ACM 2017, ISBN 978-1-4503-5061-7
Keynote Address 1
- Anupam Das:
Every Move You Make: Tracking Smartphone Users through Motion Sensors. 1
Media Forensics & Counterforensics
- Cecilia Pasquini
, Rainer Böhme:
Information-theoretic Bounds of Resampling Forensics: New Evidence for Traces Beyond Cyclostationarity. 3-14 - Owen Mayer, Matthew C. Stamm:
Countering Anti-Forensics of Lateral Chromatic Aberration. 15-20 - Christian Kraetzer, Andrey Makrushin, Tom Neubert, Mario Hildebrandt, Jana Dittmann:
Modeling Attacks on Photo-ID Documents and Applying Media Forensics for the Detection of Facial Morphing. 21-32
Steganography & Steganalysis
- Andrew D. Ker:
The Square Root Law of Steganography: Bringing Theory Closer to Practice. 33-44 - Mehdi Boroumand, Jessica J. Fridrich:
Nonlinear Feature Normalization in Steganalysis. 45-54 - Chao Xia, Qingxiao Guan, Xianfeng Zhao, Zhoujun Xu, Yi Ma:
Improving GFR Steganalysis Features by Using Gabor Symmetry and Weighted Histograms. 55-66
Deep Learning for Steganalysis
- Guanshuo Xu:
Deep Convolutional Neural Network to Detect J-UNIWARD. 67-73 - Mo Chen, Vahid Sedighi, Mehdi Boroumand, Jessica J. Fridrich:
JPEG-Phase-Aware Convolutional Neural Network for Steganalysis of JPEG Images. 75-84 - Bolin Chen, Weiqi Luo, Haodong Li:
Audio Steganalysis with Convolutional Neural Network. 85-90
Keynote Address 2
- Rachel Greenstadt:
Using Stylometry to Attribute Programmers and Writers. 91
Data Hiding in Natural Language, Watermarking
- Oren Halvani, Martin Steinebach, Lukas Graner:
Towards Imperceptible Natural Language Watermarking for German. 93-98 - Yubo Luo, Yongfeng Huang:
Text Steganography with High Embedding Rate: Using Recurrent Neural Networks to Generate Chinese Classic Poetry. 99-104 - Alejandra Menendez-Ortiz, Claudia Feregrino Uribe, Jose Juan Garcia-Hernandez:
Audio Reversible Watermarking Scheme in the intDCT Domain with Modified Prediction Error Expansion. 105-110 - Maikel L. Pérez Gort, Claudia Feregrino Uribe, Jyrki Nummenmaa:
A Minimum Distortion: High Capacity Watermarking Technique for Relational Data. 111-121
Video Steganalysis
- Peipei Wang, Yun Cao, Xianfeng Zhao, Meineng Zhu:
A Steganalytic Algorithm to Detect DCT-based Data Hiding Methods for H.264/AVC Videos. 123-133 - Liming Zhai, Lina Wang, Yanzhen Ren:
Combined and Calibrated Features for Steganalysis of Motion Vector-Based Steganography in H.264/AVC. 135-146
Deep Learning for Media Forensics
- Belhassen Bayar, Matthew C. Stamm:
A Generic Approach Towards Image Manipulation Parameter Estimation Using Convolutional Neural Networks. 147-157 - Davide Cozzolino, Giovanni Poggi, Luisa Verdoliva:
Recasting Residual-based Local Descriptors as Convolutional Neural Networks: an Application to Image Forgery Detection. 159-164 - Yifeng Zhan, Yifang Chen, Qiong Zhang, Xiangui Kang:
Image Forensics Based on Transfer Learning and Convolutional Neural Network. 165-170
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