Papers and Thesis projects

Papers

• Ghasemzadeh F, Moghaddam T, Dai J, Yun J, Kim DD. Towards Generalized Detection of Face-Swap Deepfake Images. In Proceedings of the 3rd ACM Workshop on the Security Implications of Deepfakes and Cheapfakes 2024 Jul 1 (pp. 8-13). Link: https://dl.acm.org/doi/10.1145/3660354.3660359 

• Juncheng Wang, Dan Dongseong Kim, Towards Improving the Robustness of Deepfake Audio Detection With Denoising Methods, WDC with AsiaCCS 2026. Link: https://dl.acm.org/doi/10.1145/3803629.3803671

• Aoran Zhang et al. Lightweight Preprocessing Defenses for Robust Deepfake Detection Against Adversarial Perturbations, WDC with AsiaCCS 2026. Link: https://dl.acm.org/doi/10.1145/3803629.3803673 

Thesis reports

• J. Wang, Towards improving the robustness of Deepfake Audio Detection with Denoising Methods, Master of Cyber Security, Oct 2025

• A. Zhang, Robustifying Deep Fake Detection: A Study on Preprocessing Pipelines Against Adversarial Perturbations, Master of Cyber Security, Oct 2025

• R. Dufty, Visualising the Effect of Training Data Augmentation on Deepfake Detection Using Explainable AI Techniques, Master of Cyber Security, Oct 2025

• J. Dai, Pratical Detection of Adversarial Face-Swap Deepfakes (Improved), Master of Computer Science, Nov 2024

• F. Ghasemzadeh, Practical Detection of Adversarial Face-Swap Deepfakes for Social Media Platforms, Master of Data Science, Nov 2023.