IFS-L5: Multimedia Forensics
Fri, 19 Apr, 13:10 - 15:10 (UTC +9)
Location: Room E3
Session Type: Lecture
Session Co-Chairs: Paolo Bestagini, Politecnico di Milano and Luca Cuccovillo, Fraunhofer Institute for Digital Media Technology IDMT
Track: Information Forensics and Security
Click the to view the manuscript on IEEE Xplore Open Preview
Fri, 19 Apr, 13:10 - 13:30 (UTC +9)
 

IFS-L5.1: FSD: AN INITIAL CHINESE DATASET FOR FAKE SONG DETECTION
Yuankun Xie, Jingjing Zhou, Xiaolin Lu, Zhenghao Jiang, Yuxin Yang, Haonan Cheng, Long Ye, Communication University of China, China
Fri, 19 Apr, 13:30 - 13:50 (UTC +9)
 

IFS-L5.2: INTERPRETABLE MULTIMODAL OUT-OF-CONTEXT DETECTION WITH SOFT LOGIC REGULARIZATION
Huanhuan Ma, Jinghao Zhang, Qiang Liu, Shu Wu, Liang Wang, University of Chinese Academy of Sciences, China
Fri, 19 Apr, 13:50 - 14:10 (UTC +9)
 

IFS-L5.3: Structure matters: analyzing videos via graph neural networks for social media platform attribution
Andrea Gemelli, Dasara Shullani, Daniele Baracchi, Simone Marinai, Alessandro Piva, University of Florence, Italy
Fri, 19 Apr, 14:10 - 14:30 (UTC +9)
 

IFS-L5.4: ADVSHADOW: EVADING DEEPFAKE DETECTION VIA ADVERSARIAL SHADOW ATTACK
Jiatong Liu, Mingcheng Zhang, Jianpeng Ke, Lina Wang, Wuhan University, China
Fri, 19 Apr, 14:30 - 14:50 (UTC +9)
 

IFS-L5.5: LOFT: LATENT SPACE OPTIMIZATION AND GENERATOR FINE-TUNING FOR DEFENDING AGAINST DEEPFAKES
Shaoyou Zeng, Wenhao Wang, Fangjun Huang, Yanmei Fang, Sun Yat-sen University, China
Fri, 19 Apr, 14:50 - 15:10 (UTC +9)
 

IFS-L5.6: EXPLOITING MODALITY-SPECIFIC FEATURES FOR MULTI-MODAL MANIPULATION DETECTION AND GROUNDING
Jiazhen Wang, Bin Liu, Changtao Miao, Zhiwei Zhao, Wanyi Zhuang, Qi Chu, Nenghai Yu, University of Science and Technology of China, China