WDC 2022: Workshop on the security implications of Deepfakes and Cheapfakes In conjunction with the 17th ACM ASIA Conference on Computer & Communications Security (ASIACCS '22) Nagasaki, Japan, March 30, 2022 |
Conference website | https://sites.google.com/view/wdc-2022/home |
Submission link | https://easychair.org/conferences/?conf=wdc2022 |
Submission deadline | February 1, 2022 |
Call for Paper: Workshop on security implications of Deepfakes and Cheapfakes (WDC) at ASIACCS 2022
Paper Submission Deadline: January 14, February 01, 2022 (AOE) Workshop Date: May 30, 2022
Description:
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:
We invite submissions of original contributions on topics related to deepfakes and cheapfakes. 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
- 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
- Adversarial Attacks & Defenses
- Digital Watermarking Techniques and Security Issues
- Differential Privacy
Submission:
All submissions must be original contributions (written in English) and will be peer-reviewed, double-blinded. All the submissions must follow the ASIACCS 2022 formatting guidelines, camera-ready style. Submissions will be accepted via EasyChair. We accept three types of submissions:
- Full research paper
- Papers should be at most 12 pages, including the bibliography with a maximum of 2 additional pages for well-marked appendices.
- Short Paper
- 6 pages, including the bibliography with a maximum of 2 additional pages for well-marked appendices.
- Discussion Paper
- 2-4 pages plus references.
Workshop Organizing Committee:
- Simon S. Woo, DASH Lab, Department of Data Science, Sungkyunkwan University, South Korea
- Shahroz Tariq, DASH Lab, Department of Computing and Informatics, Sungkyunkwan University, South Korea
- Hyoungshick Kim, SecLab, Department of Computer Science and Engineering, Sungkyunkwan University, South Korea
Workshop URL: https://sites.google.com/view/wdc-2022
- Paper Submission Deadline:
January 14,February 01, 2022 (AOE) - Notification of Acceptance: February 21, 2022 (AOE)
- Camera-ready: March 7, 2022 (AOE)
- Workshop Date: May 30, 2022
We look forward to your participation. For general inquiries about WDC, please write to swoo@g.skku.edu and shahroz@g.skku.edu.