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Overview
Overview
The development of techniques for creating completely synthetic photographic images and videos, as well as the increasing prevalence of disinformation associated with such synthetic media, has sparked an interest in the computer community. One such issue is the proliferation of deepfakes. However, much of the research is devoted to outwitting the state-of-the-art in order to generate and detect fabricated images and videos. Considering them from the perspective of computer security and human ethics is largely ignored. As such, this workshop aims to provide a forum for researchers to exchange ideas and methodologies, as well as to provide academia and industry with insights into the development and identification of fake media from a computer security perspective.
Topics
Topics
We invite submissions of original contributions on topics related to deepfakes, cheapfakes, and deception. The scope of the workshop includes, but is not limited to, the following areas:
We invite submissions of original contributions on topics related to deepfakes, cheapfakes, and deception. The scope of the workshop includes, but is not limited to, the following areas:
Practical Attacks using Deepfakes & Cheapfakes
Realistic Threat Models for Deepfakes
Defense against Deepfakes and Cheapfakes
Multimodal Fake Media Detection
Deepfake Activity Detection
Deepfakes and Adversarial Attacks
Adversarial Attacks & Defenses
Digital Watermarking Techniques & Security Issues
Content Provenance & Authenticity Frameworks
Deepfakes in the Metaverse
Robustness of Deepfake Detectors
Novel Deepfake Generation Methods
Ethics in Audio and Video Synthesis
Fairness and Bias of Detectors
Empirical Measurements
Differential Privacy
Systematisation of Knowledge
Human Factors in Fake Media
Human-in-the-loop Solutions
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