{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,25]],"date-time":"2026-03-25T06:27:23Z","timestamp":1774420043726,"version":"3.50.1"},"reference-count":19,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,4,6]],"date-time":"2025-04-06T00:00:00Z","timestamp":1743897600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,4,6]],"date-time":"2025-04-06T00:00:00Z","timestamp":1743897600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,4,6]]},"DOI":"10.1109\/icassp49660.2025.10889811","type":"proceedings-article","created":{"date-parts":[[2025,3,12]],"date-time":"2025-03-12T17:15:02Z","timestamp":1741799702000},"page":"1-5","source":"Crossref","is-referenced-by-count":3,"title":["Privacy-Aware Federated Fine-Tuning of Large Pretrained Models With Just Forward Propagation"],"prefix":"10.1109","author":[{"given":"Ke","family":"Xing","sequence":"first","affiliation":[{"name":"Beijing Institute of Technology"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yanjie","family":"Dong","sequence":"additional","affiliation":[{"name":"Shenzhen MSU-BIT Univ."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiping","family":"Hu","sequence":"additional","affiliation":[{"name":"Beijing Institute of Technology"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Victor C. M.","family":"Leung","sequence":"additional","affiliation":[{"name":"Shenzhen MSU-BIT Univ."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"M. Jamal","family":"Deen","sequence":"additional","affiliation":[{"name":"McMaster Univ."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Song","family":"Guo","sequence":"additional","affiliation":[{"name":"HKUST"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP40776.2020.9053565"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP40776.2020.9052937"},{"key":"ref3","article-title":"Fine-tuning and deploying large language models over edges: Issues and approaches","author":"Dong","year":"2024"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2021.106775"},{"key":"ref5","article-title":"Deep leakage from gradients","volume":"32","author":"Zhu","year":"2019","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/3133956.3134077"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ICCCS52626.2021.9449232"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i10.26400"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1561\/0400000042"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/2976749.2978318"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/SP40000.2020.00025"},{"key":"ref12","article-title":"cpSGD: Communication-efficient and differentially-private distributed SGD","volume":"31","author":"Agarwal","year":"2018","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2022.emnlp-main.168"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/9.119632"},{"key":"ref15","first-page":"53 038","article-title":"Fine-tuning language models with just forward passes","volume":"36","author":"Malladi","year":"2023","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref16","article-title":"Federated full-parameter tuning of billion-sized language models with communication cost under 18 kilobytes","author":"Qin","year":"2023"},{"key":"ref17","article-title":"Learning differentially private recurrent language models","volume-title":"International Conference on Learning Representations","author":"McMahan"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.acl-long.295"},{"key":"ref19","article-title":"Roberta: A robustly optimized bert pretraining approach","author":"Liu","year":"2019"}],"event":{"name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","location":"Hyderabad, India","start":{"date-parts":[[2025,4,6]]},"end":{"date-parts":[[2025,4,11]]}},"container-title":["ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10887540\/10887541\/10889811.pdf?arnumber=10889811","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,25]],"date-time":"2026-03-25T05:26:05Z","timestamp":1774416365000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10889811\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,4,6]]},"references-count":19,"URL":"https:\/\/doi.org\/10.1109\/icassp49660.2025.10889811","relation":{},"subject":[],"published":{"date-parts":[[2025,4,6]]}}}