Technical Program

Program at a glance

Detailed Technical Program

The times below are in CEST (Central European Summer Time)

Tuesday June 22^nd

#14: Florian Lugstein, Simon Baier, Gregor Bachinger and Andreas Uhl, PRNU-based Deepfake Detection.
#33: Zhenyu Zhang, Xiaowei Yi and Xianfeng Zhao, Fake Speech Detection Using Residual Network with Transformer Encoder.
#41: Robert Altschaffel, Jonas Hielscher, Stefan Kiltz and Jana Dittmann, Meta and Media Data Stream Forensics in the Encrypted Domain of Video Conferences.

16:15 - 16:30: Break
16:30 - 17:30: Keynote 1: “Evaluating and Designing Against Side-Channel Leakage: White Box or Black Box?” by Francois-Xavier Standaert (chair: Patrick Bas)
17:30 - 17:45: Break
17:45 - 18:30: Session 2: Forensics II (chair: Jana Dittmann)

#29: Supriya Adhatarao and Cedric Lauradoux, Exploitation and Sanitization of Hidden Data in PDF Files.
#46: Aykut Büker and Cemal Hanilçi, Angular Margin Softmax Loss and Its Variants for Double Compressed AMR Audio Detection.

Wednesday June 23^rd

15:00 - 16:30: Sesson 3: Security of Machine Learning (chair: Tomas Pevny)
- #19: Chen Zhao, Yu Wen, Shuailou Li, Fucheng Liu and Dan Meng, FederatedReverse: A Detection and Defense Method Against Backdoor Attacks in Federated Learning.
- #2: Alberto Ibarrondo, Herve Chabanne and Melek Önen: Banners, Binarized Neural Networks with Replicated Secret Sharing.
- #47: Sayed Erfan Arefin and Abdul Serwadda, Deep Neural Exposure: You Can Run, But Not Hide Your Neural Network Architecture!
- #40: Alexander Schlögl, Tobias Kupek and Rainer Boehme, iNNformant: Boundary Samples as Telltale Watermarks.
16:30 - 16:45: Break
16:45 - 17:45: Keynote 2: “How Private is Machine Learning?” by Nicolas Carlini (chair: Luisa Verdoliva)
17:45 - 18:00: Break
18:00 - 18:45: Session 4: Biometry & Authentication (chair: Jennifer Newmann)
- #31: Michael Linortner and Andreas Uhl, Towards Match-on-Card Finger Vein Recognition.
- #36: Andrey Makrushin, Christof Kauba, Simon Kirchgasser, Stefan Seidlitz, Christian Kraetzer, Andreas Uhl and Jana Dittmann, General requirements on synthetic fingerprint images for biometric authentication and forensic investigations.

Thursday June 24^th

#32: Solène Bernard, Patrick Bas, Tomas Pevny and John Klein, Optimizing additive approximations of non-additive distortion functions.
#43: Kevin Lamshöft, Tom Neubert, Christian Krätzer, Claus Vielhauer and Jana Dittmann, Information Hiding in Cyber Physical Systems: Challenges for Embedding, Retrieval and Detection using Sensor Data of the SWAT Dataset.
#9: Jan Butora and Jessica Fridrich, Revisiting Perturbed Quantization.

16:15 - 17:15: Session 6: Steganography II (chair: Rainer Bohme)
- #21: Huili Wang, Zhongliang Yang, Yuting Hu, Zhen Yang and Yongfeng Huang, Fast Detection of Heterogeneous Parallel Steganography for Streaming Voice.
- #8: Jan Butora, Yassine Yousfi and Jessica Fridrich, How to Pretrain for Steganalysis.
- #10: Yassine Yousfi, Jan Butora, Jessica Fridrich and Clément Fuji Tsang, Improving EfficientNet for JPEG Steganalysis.

Friday June 25^th

15:00 - 16:00: Session 7: Special Session on DNN Watermarking I (chair: Benedetta Tondi)

#12: April Pyone Maung Maung and Hitoshi Kiya, Piracy-Resistant DNN Watermarking by Block-Wise Image Transformation with Secret Key.
#16: Minoru Kuribayashi, Takuro Tanaka, Shunta Suzuki, Tatsuya Yasui and Nobuo Funabiki, White-Box Watermarking Scheme for Fully-Connected Layers in Fine-Tuning Model.
#35: Katarzyna Kapusta, Vincent Thouvenot and Olivier Bettan, A protocol for secure verification of watermarks embedded into Machine Learning models.

16:00 - 16:15: Break
16:15 - 17:15: Keynote 3: “Tracing data through learning with watermarking?” by Alexandre Sablayrolles (chair: Mauro Barni)
17:15 – 17:30: Break
17:30 - 18:45: Session 8: Special Session on DNN Watermarking II (chair: Fernando Perez-Gonzalez)

#15: Masoumeh Shafieinejad, Nils Lukas, Jiaqi Wang, Xinda Li and Florian Kerschbaum, On the Robustness of Backdoor-based Watermarking in Deep Neural Networks.
#13: Mauro Barni, Fernando Perez-Gonzalez and Benedetta Tondi, DNN Watermarking: Four Challenges and a Funeral.
Panel discussion on DNN Watermarking