Membership Inference Attack against Music Diffusion Models via Generative Manifold Perturbation

Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

Original language	English
Title of host publication	ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
Pages	13347-13351
DOIs	https://doi.org/10.1109/ICASSP55912.2026.11461689
Publication status	Published - 2026

Access to Document

@inproceedings{50d66bd3272543519856e899d134d465,

title = "Membership Inference Attack against Music Diffusion Models via Generative Manifold Perturbation",

author = "Yuxuan Liu and Peihong Zhang and Rui Sang and Zhixin Li and Yizhou Tan and Yiqiang Cai and Shengchen Li",

year = "2026",

doi = "10.1109/ICASSP55912.2026.11461689",

language = "English",

pages = "13347--13351",

booktitle = "ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)",

}

Membership Inference Attack against Music Diffusion Models via Generative Manifold Perturbation. / Liu, Yuxuan ; Zhang, Peihong; Sang, Rui et al.
ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 2026. p. 13347-13351.

Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

TY - GEN

T1 - Membership Inference Attack against Music Diffusion Models via Generative Manifold Perturbation

AU - Liu, Yuxuan

AU - Zhang, Peihong

AU - Sang, Rui

AU - Li, Zhixin

AU - Tan, Yizhou

AU - Cai, Yiqiang

AU - Li, Shengchen

PY - 2026

Y1 - 2026

U2 - 10.1109/ICASSP55912.2026.11461689

DO - 10.1109/ICASSP55912.2026.11461689

M3 - Conference Proceeding

SP - 13347

EP - 13351

BT - ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

ER -