2 papers
cs.SD2026
Multi-Backbone Self-Supervised Ensembles for Audio Deepfake Detection and a Cross-Track Analysis of Generation-Detection Asymmetry
Seunghyun Kim, Junghyun Kim, Jiyoung Woo
This paper describes the participation of team "Go-To-Germany" in the ImageCLEF 2026 Audio Deepfake Detection and Generation task. Our detection system, built on a four-backbone se…
cs.CV2026
Adversarial Deepfake Generation and an Investigation of Purification-Based Adversarial Detection
Junghyun Kim, Seunghyun Kim, Jiyoung Woo
This paper describes the participation of team "Go To Germany" in the ImageCLEF 2026 Deepfake Detection and Generation Task. For the image generation task, we employ FLUX.1-dev wit…