{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,15]],"date-time":"2025-11-15T07:38:15Z","timestamp":1763192295633,"version":"3.45.0"},"reference-count":30,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,6,30]],"date-time":"2025-06-30T00:00:00Z","timestamp":1751241600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,6,30]],"date-time":"2025-06-30T00:00:00Z","timestamp":1751241600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,6,30]]},"DOI":"10.1109\/ijcnn64981.2025.11228207","type":"proceedings-article","created":{"date-parts":[[2025,11,14]],"date-time":"2025-11-14T18:46:15Z","timestamp":1763145975000},"page":"1-9","source":"Crossref","is-referenced-by-count":0,"title":["Membership Inference Attacks against Fine-Tuned Stable Diffusion Models Based on Semantic Loss Trajectory"],"prefix":"10.1109","author":[{"given":"Jing","family":"Lai","sequence":"first","affiliation":[{"name":"China University of Geosciences,School of Computer Science,Wuhan,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yongfeng","family":"Qian","sequence":"additional","affiliation":[{"name":"China University of Geosciences,School of Computer Science,Wuhan,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yixue","family":"Hao","sequence":"additional","affiliation":[{"name":"Huazhong University of Science and Technology,Guangdong HUST Industrial Technology Research Institute, School of Computer Science and Technology,Wuhan,China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","first-page":"8821","article-title":"Zero-shot text-to-image generation","volume-title":"International Conference on Machine Learning","author":"Ramesh"},{"key":"ref2","first-page":"19 822","article-title":"Cogview: Mastering text-to-image generation via transformers","volume":"34","author":"Ding","year":"2021","journal-title":"Advances in Neural Information Processing Systems"},{"journal-title":"Glide: Towards photorealistic image generation and editing with text-guided diffusion models","year":"2021","author":"Nichol","key":"ref3"},{"issue":"2","key":"ref4","first-page":"3","volume":"1","author":"Ramesh","year":"2022","journal-title":"Hierarchical text-conditional image generation with clip latents"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01042"},{"key":"ref6","first-page":"36 479","article-title":"Photorealistic text-to-image diffusion models with deep language understanding","volume":"35","author":"Saharia","year":"2022","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN60899.2024.10651279"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01042"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2024.102701"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3721479"},{"journal-title":"On the opportunities and risks of foundation models","year":"2021","author":"Bommasani","key":"ref11"},{"key":"ref12","article-title":"11, 000 artists warning of ai threats","volume-title":"financial Times [EB\/OL]","author":"Ulvaeus","year":"2024"},{"key":"ref13","article-title":"11, 500 artists decry unlicensed use of their work to train ai","volume-title":"the Times [EB\/OL]","author":"Farber","year":"2024"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2017.41"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.56553\/popets-2025-0068"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-49187-0_7"},{"key":"ref17","first-page":"5253","article-title":"Extracting training data from diffusion models","volume-title":"32nd USENIX Security Symposium (USENIX Security 23)","author":"Carlini"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/3372297.3417238"},{"journal-title":"An efficient membership inference attack for the diffusion model by proximal initialization","year":"2023","author":"Kong","key":"ref19"},{"journal-title":"Membership inference on text-to-image diffusion models via conditional likelihood discrepancy","year":"2024","author":"Zhai","key":"ref20"},{"key":"ref21","first-page":"8717","article-title":"Are diffusion models vulnerable to membership inference attacks?","volume-title":"International Conference on Machine Learning","author":"Duan"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.14722\/ndss.2025.230324"},{"journal-title":"Membership inference attacks against text-to-image generation models","year":"2022","author":"Wu","key":"ref23"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/WACV57701.2024.00477"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-10602-1_48"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.01354"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.303"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/SPW59333.2023.00013"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/3548606.3560684"},{"volume-title":"Laion-5b: An open large-scale dataset for training next generation image-text models","year":"2022","author":"Schuhmann","key":"ref30"}],"event":{"name":"2025 International Joint Conference on Neural Networks (IJCNN)","start":{"date-parts":[[2025,6,30]]},"location":"Rome, Italy","end":{"date-parts":[[2025,7,5]]}},"container-title":["2025 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11227166\/11227148\/11228207.pdf?arnumber=11228207","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,15]],"date-time":"2025-11-15T07:33:59Z","timestamp":1763192039000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11228207\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,6,30]]},"references-count":30,"URL":"https:\/\/doi.org\/10.1109\/ijcnn64981.2025.11228207","relation":{},"subject":[],"published":{"date-parts":[[2025,6,30]]}}}