SS-L15: Deepfakes and AI-Generated Content (AIGC) Detection and Forensics: Recent Advances
Fri, 19 Apr, 08:20 - 10:20 (UTC +9)
Location: Room 103
Session Type: Lecture
Session Chair: Ngai-Man (Man) Cheung, Singapore University of Technology and Design (SUTD)
Track: Special Sessions
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Fri, 19 Apr, 08:20 - 08:40 (UTC +9)
 

SS-L15.1: A KEYLESS EXTRACTION FRAMEWORK TARGETING AT DEEP LEARNING BASED IMAGE-WITHIN-IMAGE MODELS
Rongxuan Peng, Xianbo Mo, Shunquan Tan, Bin Li, Jiwu Huang, Shenzhen University, China
Fri, 19 Apr, 08:40 - 09:00 (UTC +9)
 

SS-L15.2: A GREEN LEARNING APPROACH TO SPOOFED SPEECH DETECTION
Chengwei Wei, Runqi Pang, C.-C. Jay Kuo, University of Southern California, United States of America
Fri, 19 Apr, 09:00 - 09:20 (UTC +9)
 

SS-L15.3: Open-set DeepFake Detection to fight the Unknown
Michael Diniz, Federal Institute of São Paulo (IFSP-SP), Brazil; Anderson Rocha, University of Campinas (UNICAMP), Brazil
Fri, 19 Apr, 09:20 - 09:40 (UTC +9)
 

SS-L15.4: A ROBUST AUDIO DEEPFAKE DETECTION SYSTEM VIA MULTI-VIEW FEATURE
Yujie Yang, Haochen Qin, Hang Zhou, Chengcheng Wang, Tianyu Guo, Kai Han, Yunhe Wang, Huawei, China
Fri, 19 Apr, 09:40 - 10:00 (UTC +9)
 

SS-L15.5: M3DSYNTH: A DATASET OF MEDICAL 3D IMAGES WITH AI-GENERATED LOCAL MANIPULATIONS
Giada Zingarini, Davide Cozzolino, Riccardo Corvi, Giovanni Poggi, Luisa Verdoliva, University Federico II of Naples, Italy
Fri, 19 Apr, 10:00 - 10:20 (UTC +9)
 

SS-L15.6: FREQUENCY MASKING FOR UNIVERSAL DEEPFAKE DETECTION
Chandler Timm Doloriel, Ngai-Man Cheung, Singapore University of Technology and Design, Singapore