Two tracks:
- Research Track: Submissions to this track must introduce new ideas or results. Submissions should follow the ICML format and not exceed 4 pages, excluding references.
- Resubmission Track: Papers already published at other venues, with no format constraints.
Submission server: EasyChair (call for papers, submission link). Reviews will be single-blind: reviewers will be anonymous, but authors will be visible.
The topics will include, but they are not limited to:
- Detection of synthesized and altered images, video and audio
- Explanation and interpretation of detection methods
- Deep synthetic biometric attacks and their detection
- Adversarial training and adversarial examples against detection systems, and defenses
- Audiovisual forensics
- Deep learning for counter-forensics
- Steganography, watermarking and digital signatures with deep neural networks
- Deep learning template protection against synthetic data
- Measuring the effectiveness of synthetic data on automated systems or humans
- Fake news detection from multi-modal sources and prior world knowledge