IFS-L1.6

Membership Inference Attack Against Music Diffusion Models via Generative Manifold Perturbation

Yuxuan Liu, Peihong Zhang, Rui Sang, Zhixin Li, Yizhou Tan, Yiqiang Cai, Shengchen Li, Xi'an Jiaotong-Liverpool University, China
Session:
IFS-L1: Privacy, Generative Models, and Adversarial Risks in Multimodal AI Oral
Track:
Information Forensics and Security [IF]
Location:
Room 133+134
Presentation Time:
Wed, 6 May, 10:40 - 11:00
Presentation
Discussion
Resources
No resources available.
Session IFS-L1
IFS-L1.1: Multimodal Privacy-Preserving Entity Resolution with Fully Homomorphic Encryption
Susim Roy, Nalini Ratha, University at Buffalo, The State University of New York, United States of America
IFS-L1.2: PRINT2VOLUME: SYNTHETIC OCT-BASED 3D FINGERPRINT VOLUME GENERATOR
Qingran Miao, Haixia Wang, Zhejiang University of Technology, China; Kemao Qian, Nanyang Technological University, Singapore; Haohao Sun, Yilong Zhang, Yuanjie Dang, Zhejiang University of Technology, China
IFS-L1.3: VOXMORPH: SCALABLE ZERO-SHOT VOICE IDENTITY MORPHING VIA DISENTANGLED EMBEDDINGS
Bharath Krishnamurthy, Ajita Rattani, University of North Texas, United States of America
IFS-L1.4: An Information Geometric Approach to Fairness With Equalized Odds Constraint
Amirreza Zamani, KTH Royal Institute of Technology, Sweden; Ayfer Ozgur, Stanford, United States of America; Mikael Skoglund, KTH Royal Institute of Technology, Sweden
IFS-L1.5: TOWARDS PRACTICAL DIFFERENTIAL PRIVACY FOR DIFFUSION-BASED DATASET DISTILLATION
Pengfei Yao, Yongfeng Qian, China University of Geosciences, China; Yixue Hao, Huazhong University of Science and Technology, China
IFS-L1.6: Membership Inference Attack Against Music Diffusion Models via Generative Manifold Perturbation
Yuxuan Liu, Peihong Zhang, Rui Sang, Zhixin Li, Yizhou Tan, Yiqiang Cai, Shengchen Li, Xi'an Jiaotong-Liverpool University, China
Contacts