Conference Program

Keynote: Prof. Dr. Frans Willems  An Information-Theoretical Approach Toward SRAM-PUF Authentication

Chair: Zekeriya Erkin

Session: Understanding real-world signals

Chair: Gianni Poggi  

• Automatic Reliability Estimation for Speech Audio Surveillance Recordings by Clara Borrelli, Paolo Bestagini, Fabio Antonacci, Augusto Sarti and Stefano Tubaro. 
• Blind Vocoder Speech Reconstruction using Generative Adversarial Networks by Yoav Blum and David Burshtein.
• Siamese Networks for Static Keystroke Dynamics Authentication by Romain Giot and Anderson Rocha.
• Image Semantic Representation for Event Understanding by Caroline Mazini Rodrigues, Luis Pereira, Anderson Rocha and Zanoni Dias.

Special session: Adversarial Machine Learning

Chair: Matthias Kirchner   

• On the Robustness to Adversarial Examples of Neural ODE Image Classifiers by Fabio Carrara, Roberto Caldelli, Fabrizio Falchi and Giuseppe Amato.
• Adversarial CNN Training Under JPEG Laundering Attacks: a Game-Theoretic Approach by Mauro Barni, Dequ Huang, Bin Li and Benedetta Tondi.
• Detecting and Simulating Artifacts in GAN Fake Images by Xu Zhang, Svebor Karaman and Shih-Fu Chang.
• Enhancing JPEG Steganography using Iterative Adversarial Examples by Huaxiao Mo, Tingting Song, Bolin Chen, Weiqi Luo and Jiwu Huang.

Session: Steganalysis and physical security

Chair: Rémi Cogranne

• Pooled Steganalysis in JPEG: how to deal with the spreading strategy? by Ahmad Zakaria, Marc Chaumont and Gérard Subsol.
• Copy Sensitive Graphical Code Estimation: Physical vs Numerical Resolution by Rohit Yadav, Iuliia Tkachenko, Alain Tremeau and Thierry Fournel.
• Debiasing of SRAM PUFs: Selection and Balancing by Lieneke Kusters and Frans Willems.
• Efficient Bound for Conditional Min-Entropy of Physical Unclonable Functions Beyond IID by Florian Wilde, Christoph Frisch and Michael Pehl.

Keynote: Dr. Valérie Goffaux  Face Perception by the Human Visual System

Chair: Rainer Böhme

• SPN-CNN: Boosting Sensor-Based Source Camera Attribution With Deep Learning by Matthias Kirchner and Cameron Johnson.
• Incremental learning for the detection and classification of GAN-generated images by Francesco Marra, Cristiano Saltori, Giulia Boato and Luisa Verdoliva.
• File Fragmentation in the Wild: a Privacy-Friendly Approach by Vincent van der Meer, Hugo Jonker, Guy Dols, Harm Van Beek, Jeroen van den Bos and Marko Van Eekelen.
• Detection of Cyber Grooming in Online Conversation by Patrick Bours and Halvor Kulsrud.

Session: Biometrics

Chair: Patrizio Campisi

• Visual Feature Space Analyses of Face Morphing Detectors to Predict Generalization Ability by Clemens Seibold, Anna Hilsmann, Andrey Makrushin, Christian Kraetzer, Tom Neubert,Jana Dittmann and Peter Eisert.
• Biometric Template Protection in the Image Domain Using Non-invertible Grey-scale Transforms by Luca Debiasi, Simon Kirchgasser, Bernhard Prommegger, Andreas Uhl, Grudzien Artur and Kowalski Marcin.
• Template Protection based on Homomorphic Encryption: Computational Efficient Application to Iris-Biometric Verification and Identification by Jascha Kolberg, Pia Bauspieß, Marta Gomez-Barrero, Christian Rathgeb, Markus Dürmuth and Christoph Busch.
• Group Membership Verification: Sparse or Dense? by Marzieh Gheisari, Teddy Furon and Laurent Amsaleg.

Session: TIFS/SPL Papers, Demo’s and On-Going Work

Chair: Annalisa Verdoliva

• A Scalable Architecture for Uncompressed-Domain Watermarked Videos
• Toward More Accurate Matching of Contactless Palmprint Images Under Less Constrained Environments
• Ensemble of Multi-View Learning Classifiers for Cross-Domain Iris Presentation Attack Detection
• Secrecy Analysis of Finite-Precision Compressive Cryptosystems
• Noiseprint: A CNN-Based Camera Model Fingerprint
• Information-theoretic Bounds for the Forensic Detection of Downscaled Signals
• Secure Communication and Identification Systems–Effective Performance Evaluation on Turing Machines
• Secure Storage Capacity under Rate Constraints—Continuity and Super Activation
• Secure Storage for Identification; Random Resources and Privacy Leakage
• Secure Identification under Passive Eavesdroppers and Active Jamming Attacks
• Depreciating Motivation and Empirical Security Analysis of Chaos-based Image and Video Encryption
• Fast and Effective Image Copy-Move Forgery Detection via Hierarchical Feature Point Matching
• Facing Device Attribution Problem for Stabilized Video Sequences
• Contactless Fingerprint Recognition Based on Global Minutia Topology and Loose Genetic Algorithm?
• A feasibility study of deep neural networks for the recognition of banknotes regarding central bank requirements

Session: Privacy

Chair:  Tiziano Bianchi

• Privacy-Aware Location Sharing with Deep Reinforcement Learning by Ecenaz Erdemir, Pier Luigi Dragotti and Deniz Gunduz.
• Ranking-Based Attacks to In-Region Location Verification Systems by Alessandro Brighente, Francesco Formaggio, Gabriele Ruvoletto and Stefano Tomasin.
• A Version Space Perspective on Differentially Private Pool-Based Active Learning by Shantanu Rane and Alejandro Brito.
• Single-Component Privacy Guarantees in Helper Data Systems and Sparse Coding by Behrooz Razeghi, Taras Stanko, Boris Škorić and Slava Voloshynovskiy.

Session: Physical Layer

Chair:  Rafael F. Schaefer

• Physical Layer Privacy in Broadcast Channels by Pin-Hsun Lin, Christiane Kuhn, Thorsten Strufe and Eduard A. Jorswieck.
• Blind Physical Layer Authentication over Fading Wireless Channels through Machine Learning by Linda Senigagliesi, Lorenzo Cintioni, Marco Baldi and Ennio Gambi.
• On the Precise Phase Recovery for Physical-Layer Authentication in Dynamic Channels by Hendrik Vogt, Chu Li, Christian Zenger and Aydin Sezgin.

Session: Communications Security

Chair:  Shantanu Rane

• Secret Key Generation from a Two Component Compound Source with Rate Constrained One Way Communication: Perfect Secrecy by Sebastian Baur, Ning Cai, Moritz Wiese and Holger Boche.
• A Power Control Game Involving Jamming and Eavesdropping Defense by Andrey Garnaev and Wade Trappe. 
• Resource Allocation for Secure Communication Systems: Algorithmic Solvability by Holger Boche, Rafael F. Schaefer and H. Vincent Poor.
• PolyMat Codes for Secure Distributed Multiple Matrix Multiplication by Nitish Mital, Cong Ling and Deniz Gunduz.