Membership Inference on Text-to-Image Diffusion Models via Conditional Likelihood Discrepancy

Item #:

079017-2358

Details

DOI: https://doi.org/10.52202/079017-2358
Author(s): Huanran Chen, Yinpeng Dong, Yansong Gao, Jiajun Li, Yang Liu, Qingni Shen, Hang Su, Shengfang Zhai
Pages: 74122-74146 (25 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/079017-2358
Author(s): Huanran Chen, Yinpeng Dong, Yansong Gao, Jiajun Li, Yang Liu, Qingni Shen, Hang Su, Shengfang Zhai
Pages: 74122-74146 (25 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)