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WDC '24: Proceedings of the 3rd ACM Workshop on the Security Implications of Deepfakes and Cheapfakes
ACM2024 Proceeding
Publisher:
  • Association for Computing Machinery
  • New York
  • NY
  • United States
Conference:
ASIA CCS '24: ACM Asia Conference on Computer and Communications Security Singapore Singapore July 1 - 5, 2024
ISBN:
979-8-4007-0649-3
Published:
01 July 2024
Sponsors:

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Abstract

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SESSION: Session 1: Full & Short Papers
research-article
Free
Honeyfile Camouflage: Hiding Fake Files in Plain Sight

Honeyfiles are a particularly useful type of honeypot—fake files deployed to detect and infer information from malicious behaviour. This paper considers the challenge of naming honeyfiles so they are camouflaged when placed amongst real files in a file ...

short-paper
Free
Towards Generalized Detection of Face-Swap Deepfake Images

As the prevalence of face-swap deepfakes on the Internet continues to rapidly increase, it is imperative for social media platforms to utilise a robust detection algorithm to identify these fake images in order to minimise the risk of harm from ...

short-paper
Open Access
On the Correlation Between Deepfake Detection Performance and Image Quality Metrics

The increase in cybercrimes leveraging high-quality deepfakes has complicated the task of deepfake detection. Benchmark datasets are crucial for testing the effectiveness of deepfake detection methods, yet it is uncertain if the image quality metrics ...

SESSION: Session 2: Poster and Discussion Papers
short-paper
Open Access
Discussion Paper: Exploiting LLMs for Scam Automation: A Looming Threat

Large Language Models (LLMs) have enabled powerful new AI capabilities, but their potential misuse for automating scams and fraud poses a serious emerging threat. In this paper, we investigate how LLMs combined with speech synthesis and speech ...

short-paper
Open Access
A Photo and a Few Spoken Words Is All It Needs?! On the Challenges of Targeted Deepfake Attacks and Their Detection

With the rise of artificial intelligence (AI) in recent years, AI has not only become more accessible to the general public but also presents new challenges. Images, videos, and audio can now be easily created or altered using deepfakes, making them a ...

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