{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,1]],"date-time":"2025-11-01T05:58:43Z","timestamp":1761976723885,"version":"build-2065373602"},"reference-count":32,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,7,16]],"date-time":"2025-07-16T00:00:00Z","timestamp":1752624000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,7,16]],"date-time":"2025-07-16T00:00:00Z","timestamp":1752624000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100006190","name":"Research and Development","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100006190","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,7,16]]},"DOI":"10.1109\/qrs-c65679.2025.00018","type":"proceedings-article","created":{"date-parts":[[2025,10,31]],"date-time":"2025-10-31T17:10:04Z","timestamp":1761930604000},"page":"53-62","source":"Crossref","is-referenced-by-count":0,"title":["FL-DPLoRA: An Integrated and Efficient Privacy-Preserving Training Framework for Large Language Models in Privacy-Critical Applications"],"prefix":"10.1109","author":[{"given":"Qianren","family":"Yang","sequence":"first","affiliation":[{"name":"Xinjiang Normal University,College of Computer Science and Technology,Urumqi,China"}]},{"given":"Yong","family":"Li","sequence":"additional","affiliation":[{"name":"Xinjiang Normal University,College of Computer Science and Technology,Urumqi,China"}]},{"given":"Tao","family":"Zhao","sequence":"additional","affiliation":[{"name":"Xinjiang Normal University,College of Computer Science and Technology,Urumqi,China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-023-06291-2"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/3604237.3626869"},{"article-title":"A brief report on lawgpt 1.0: A virtual legal assistant based on gpt-3[J]","year":"2023","author":"Nguyen","key":"ref3"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/3649506"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/3712001"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ICMC60390.2024.00008"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/s10586-023-04203-7"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/s13042-022-01647-y"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.csi.2023.103827"},{"article-title":"A survey on knowledge distillation of large language models[J]","year":"2024","author":"Xu","key":"ref10"},{"article-title":"Federated large language models: Current progress and future directions[J]","year":"2024","author":"Yao","key":"ref11"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-65647-7_4"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/3704725"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/SP54263.2024.00030"},{"article-title":"Gpt-4 technical report[J]","year":"2023","author":"Achiam","key":"ref15"},{"article-title":"Differentially private decoding in large language models[J]","year":"2022","author":"Majmudar","key":"ref16"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.29012\/jpc.880"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2024.naacl-long.247"},{"article-title":"Differentially private tabular data synthesis using large language models[J]","year":"2024","author":"Tran","key":"ref19"},{"article-title":"LMO-DP: Optimizing the Randomization Mechanism for Differentially Private Fine-Tuning (Large) Language Models[J]","year":"2024","author":"Yang","key":"ref20"},{"key":"ref21","first-page":"76852","article-title":"Flocks of stochastic parrots: Differentially private prompt learning for large language models[J]","volume":"36","author":"Duan","year":"2023","journal-title":"Advances in Neural Information Processing Systems"},{"article-title":"LanFL: Differentially Private Federated Learning with Large Language Models using Synthetic Samples[J]","year":"2024","author":"Wu","key":"ref22"},{"article-title":"Federated learning with differential privacy for end-to-end speech recognition[J]","year":"2023","author":"Pelikan","key":"ref23"},{"article-title":"Pre-text: Training language models on private federated data in the age of llms[J]","year":"2024","author":"Hou","key":"ref24"},{"key":"ref25","first-page":"9125","article-title":"Differentially private federated Bayesian optimization with distributed exploration[J]","volume":"34","author":"Dai","year":"2021","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP49357.2023.10096570"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ASIANCON62057.2024.10838085"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1111\/rssb.12454"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/3682068"},{"issue":"1","key":"ref30","article-title":"The Distress Analysis Interview Corpus (DAIC) of Human and Computer Interviews[J]","volume":"56","author":"Konopasek","year":"2023","journal-title":"Polygraph"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.32469\/10355\/95148"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2023.bionlp-1.18"}],"event":{"name":"2025 25th International Conference on Software Quality, Reliability, and Security Companion (QRS-C)","start":{"date-parts":[[2025,7,16]]},"location":"Hangzhou, China","end":{"date-parts":[[2025,7,20]]}},"container-title":["2025 25th International Conference on Software Quality, Reliability, and Security Companion (QRS-C)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11216429\/11216154\/11216445.pdf?arnumber=11216445","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,1]],"date-time":"2025-11-01T05:54:49Z","timestamp":1761976489000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11216445\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,7,16]]},"references-count":32,"URL":"https:\/\/doi.org\/10.1109\/qrs-c65679.2025.00018","relation":{},"subject":[],"published":{"date-parts":[[2025,7,16]]}}}