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
Session:
IFS-L5: Multimedia Forensics Lecture
Track:
Information Forensics and Security
Location:
Room E3
Presentation Time:
Fri, 19 Apr, 14:30 - 14:50 (UTC +9)
Session Co-Chairs:
Paolo Bestagini, Politecnico di Milano and Luca Cuccovillo, Fraunhofer Institute for Digital Media Technology IDMT
Session IFS-L5
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
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
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
IFS-L5.4: ADVSHADOW: EVADING DEEPFAKE DETECTION VIA ADVERSARIAL SHADOW ATTACK
Jiatong Liu, Mingcheng Zhang, Jianpeng Ke, Lina Wang, Wuhan University, China
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
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
Contacts