IFS-L3: Jailbreaks, Adversarial Transfer, and Privacy in Generative AI Systems
Oral
Wed, 6 May, 16:30 - 18:30
Location: Room 133+134
Session Type: Oral
Track: Information Forensics and Security [IF]
Click the to view the manuscript on IEEE Xplore Open Preview
Wed, 6 May, 16:30 - 16:50

IFS-L3.1: Multi-Agent Deep Reinforcement Learning-Based IoV Secure Data Transmission
Xiaozhen Lu, Zhibo Liu, Dexiang Ren, Zihan Liu, Yanling Bu, Nanjing University of Aeronautics and Astronautics, China
Wed, 6 May, 16:50 - 17:10

IFS-L3.2: SHIELDRAG: PRIVACY-PRESERVING APPROXIMATE NEAREST NEIGHBOR SEARCH FOR RETRIEVAL-AUGMENTED GENERATION SYSTEMS

Yuan Chang, Tom H. Luan, Linkang Du, Jiachang Zhang, Yinuo Li, Xi'an Jiaotong University, China
Wed, 6 May, 17:10 - 17:30

IFS-L3.3: IMPERCEPTIBLE ADVERSARIAL EXAMPLE GENERATION CONTROLLED BY HIGH-FREQUENCY SIGNAL
Qian Zhang, Zijian Ying, Nanjing University of Science and Technology, China; Xuyun Zhang, Macquarie University, China; Qianmu Li, Shunmei Meng, Nanjing University of Science and Technology, China
Wed, 6 May, 17:30 - 17:50

IFS-L3.4: IMITATOR: A HIGHLY TRANSFERABLE ADVERSARIAL PROPERTY-DRIVEN STRATEGY FOR TARGETED ATTACKS
Zhankai Li, National University of Defense Technology, China; Yudong Li, Yunan Hu, Central South University, China
Wed, 6 May, 17:50 - 18:10

IFS-L3.5: DarkCite: Unveiling Authority Bias as Implicit RAG Jailbreak Attacks
Xikang Yang, Institute of Information Engineering, Chinese Academy of Sciences; School of Cyber Security, University of Chinese Academy of Sciences, China; Xuehai Tang, Jizhong Han, Institute of Information Engineering, Chinese Academy of Sciences, China; Songlin Hu, Institute of Information Engineering, Chinese Academy of Sciences; School of Cyber Security, University of Chinese Academy of Sciences, China
Wed, 6 May, 18:10 - 18:30

IFS-L3.6: FC-MOE: FLIP CONSISTENT MIXTURE OF EXPERTS ARE GOOD LEARNERS FOR UNIFIED FACE ATTACK DETECTION
Lixiong Qin, Mashang Consumer Finance Co., Ltd, Beijing University of Posts and Telecommunications, China; Ning Jiang, Mashang Consumer Finance Co., Ltd, China; Yuhan Qiu, Yang Zhang, Mashang Consumer Finance Co., Ltd, Beijing University of Posts and Telecommunications, China; Dingheng Zeng, Mashang Consumer Finance Co., Ltd, China; Jiani Hu, Beijing University of Posts and Telecommunications, China; Weihong Deng, Mashang Consumer Finance Co., Ltd, Beijing University of Posts and Telecommunications, China