Workshop on the security implications of Deepfakes and Cheapfakes (WDC)
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May 30, 2022
co-located with ACM ASIACCS 2022
Nagasaki, Japan
The website for the 2nd Workshop on the security implications of Deepfakes and Cheapfakes (WDC 2023) is now online.
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, have sparked interest in the computer community. One such issue is the proliferation of deepfakes. However, much of the research is devoted to outwitting the SOTA in order to generate and detect fabricated images and video. 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
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 and Security Issues
Robustness of Deepfake Detectors
Novel Deepfake Generation Method
Ethics in Audio and Video Synthesis
Fairness and Bias of Detectors
Empirical Measurements
Human Factors in Fake Media
Differential Privacy