IFS-P16: Generalizable, Explainable, and Traceable Deepfake Detection with Emerging Attack Surfaces
Poster
Fri, 8 May, 09:00 - 11:00
Location: Poster Area 22
Session Type: Poster
Track: Information Forensics and Security [IF]
Click the to view the manuscript on IEEE Xplore Open Preview

IFS-P16.1: AUDIO-VISUAL DEEPFAKE GENERATION AND DETECTION: AN EXPLORATORY SURVEY
Hang Xu, Yuning An, Pengrui Fu, Harbin Engineering University, China; Zhiyu Fan, Chinese Academy of Sciences, China; Boquan Li, Harbin Engineering University, China; Jiakun Liu, Harbin Institute of Technology, China; Yachao Liang, Min Yu, Chinese Academy of Sciences, China

IFS-P16.2: KBNET: A KNOWLEDGE BRIDGING NETWORK FOR GENERALIZABLE DEEPFAKE DETECTION
Chao Liu, Liejun Wang, Zhiqing Guo, Xinjiang University, China

IFS-P16.3: SFENET: SPATIAL–FREQUENCY ENTANGLEMENT NETWORK FOR GENERALIZABLE DEEPFAKE DETECTION
Chao Liu, Liejun Wang, Zhiqing Guo, Xinjiang University, China

IFS-P16.4: SUPERFICIAL TEXTURE SUPPRESSION NETWORK FOR GENERALIZED DEEPFAKE DETECTION
Li Zhang, Ziqi Sun, Northeastern University, China; Jinlin Guo, National University of Defense Technology, China; Shuang Wang, Northeastern University, China

IFS-P16.5: LatentGuard: Robust Latent Watermarking for Deepfake Tracing and Forgery Localization
Peipeng Yu, Jinfeng Xie, Xiaoyu Zhou, Jianwei Fei, Zhihua Xia, Jinan University, China

IFS-P16.6: AVATAR: AUDIO-VISUAL ADAPTIVE FUSION VIA TRAINED AGENT REINFORCEMENT FOR MULTIMODAL DEEPFAKE DETECTION
Ebad Shabbir, Pushkar Arora, Rakshita Saksainaa, DSEU OKHLA 2, India; Tiange Xie, Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China, China; Jiechao Gao, Stanford University, Stanford, CA, USA, United States of America

IFS-P16.7: EXPLAINABLE DEEPFAKE DETECTION WITH RL ENHANCED SELF-BLENDED IMAGES
Ning Jiang, Peking University, China; Dingheng Zeng, Yanhong Liu, Haiyang Yi, Shijie Yu, Minghe Weng, Haifeng Shen, Mashang Consumer Finance Co., Ltd., China; Ying Li, Peking University, China

IFS-P16.8: THREATSAGE: A MODULAR BENCHMARK FOR LLM-ORCHESTRATED BLUE TEAM DEFENSE OPERATIONS
XIAOXIAO WU, Catholic University of Leuven, Belgium

IFS-P16.9: FORGERYFUSION: DIFFUSION-DRIVEN REAL FACE MODELING FOR GENERALIZABLE FACE FORGERY DETECTION
Xiaotian Si, Linghui Li, Liwei Zhang, Ziduo Guo, Kaiguo Yuan, Beijing University of Posts and Telecommunications, China; Bingyu Li, Beihang University, China

IFS-P16.10: GEIA: GENERATIVE ENHANCEMENT INVERSION ATTACK TARGETING MACHINE UNLEARNING
Yaoxuan Ma, Xiaoyang Xu, Juan Wang, Wenzhe Yi, Yaxin Liu, Wuhan University, China