Workshop On Synthetic Multimedia – Audiovisual Deepfake Generation And Detection
in conjunction with the 29th ACM International Conference on Multimedia

https://adgd2021.aisingapore.org/

The development of powerful deep learning technologies has also brought about some negative effects. One such issue is the emergence of deepfakes. While most work has focused on fake images and video alone, the multi-modal, audiovisual aspect is very important to both convincing generation and accurate detection of fake multimedia content. In addition to developing accurate and robust detection models, it is worthwhile to explore fake media generation methods as well. Content generation has many meaningful and beneficial applications, such as commercial ads, education, privacy protection, etc. Therefore, fake media generation constitutes an integral component of the proposed workshop. The purpose of the workshop is to provide a platform for researchers and engineers to share their ideas and approaches, and give some insights on fake media generation and detection to both academia and industry.

We invite submissions on a range of AI technologies and applications for media forensics domains. Topics of interest include but are not limited to the following:

• Fake image generation and/or detection
• Fake voice generation and/or detection
• Audiovisual Deepfakes and adversarial attacks
• Audiovisual Deepfakes and Fairness and Ethics
• Audiovisual Deepfakes and Data augmentation
• Audiovisual Deepfake datasets

• Paper Submission Deadline: August 10th 2021
• Notification of Acceptance: August 26th 2021
• Camera-Ready: September 2nd 2021
• Workshop: October 24th 2021