{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,24]],"date-time":"2026-01-24T01:52:58Z","timestamp":1769219578141,"version":"3.49.0"},"reference-count":39,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61762058"],"award-info":[{"award-number":["61762058"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62366029"],"award-info":[{"award-number":["62366029"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100009620","name":"Youth Science and Technology Fund Project of Gansu Province, China","doi-asserted-by":"publisher","award":["23JRRA855"],"award-info":[{"award-number":["23JRRA855"]}],"id":[{"id":"10.13039\/501100009620","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100009620","name":"Special Fund for Postdoctoral Fellowships of Gansu Province, China","doi-asserted-by":"publisher","award":["23JRRA863"],"award-info":[{"award-number":["23JRRA863"]}],"id":[{"id":"10.13039\/501100009620","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Industry Support Project of Gansu Province, China","award":["2022CYZC-38"],"award-info":[{"award-number":["2022CYZC-38"]}]},{"name":"Science and Technology Project of the Research Institute of Electric Power Science and Technology of State Grid Gansu Electric Power Company","award":["522722220013"],"award-info":[{"award-number":["522722220013"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2024]]},"DOI":"10.1109\/access.2024.3380195","type":"journal-article","created":{"date-parts":[[2024,3,25]],"date-time":"2024-03-25T15:33:40Z","timestamp":1711380820000},"page":"44826-44840","source":"Crossref","is-referenced-by-count":2,"title":["DP-FedIOD: A Differential Privacy and Federated Learning Based Framework for Aerial Insulators Orientation Detection"],"prefix":"10.1109","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0009-0000-5726-0661","authenticated-orcid":false,"given":"Xuejun","family":"Zhang","sequence":"first","affiliation":[{"name":"School of Electronic and Information Engineering, Lanzhou Jiaotong University, Lanzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0002-8946-0777","authenticated-orcid":false,"given":"Xiao","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of Electronic and Information Engineering, Lanzhou Jiaotong University, Lanzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaowen","family":"Sun","sequence":"additional","affiliation":[{"name":"School of Electronic and Information Engineering, Lanzhou Jiaotong University, Lanzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fenghe","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of Electronic and Information Engineering, Lanzhou Jiaotong University, Lanzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bin","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of Electronic and Information Engineering, Lanzhou Jiaotong University, Lanzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chengze","family":"Li","sequence":"additional","affiliation":[{"name":"School of Electronic and Information Engineering, Lanzhou Jiaotong University, Lanzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaohong","family":"Jia","sequence":"additional","affiliation":[{"name":"School of Electronic and Information Engineering, Lanzhou Jiaotong University, Lanzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"issue":"9","key":"ref1","first-page":"3584","article-title":"A review on the application of deep learning target detection algorithm in overhead transmission line insulator defect detection","volume":"49","author":"Liu","year":"2022","journal-title":"High Voltage Technol."},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2846293"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2012.2197672"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1038\/nature14539"},{"key":"ref5","first-page":"3636","article-title":"A review of mountable UAV power inspection technology for overhead transmission lines","volume":"45","author":"Sui","year":"2021","journal-title":"Power Grid Technol."},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.169"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2016.2577031"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.322"},{"issue":"6","key":"ref9","first-page":"942","article-title":"Research on aerial insulator convolutional neural network detection and self-detonation identification","volume":"31","author":"Chen","year":"2017","journal-title":"J. Electron. Meas. Instrum."},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2018.2871353"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ICCSNT47585.2019.8962497"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.17775\/CSEEJPES.2019.00460"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2018.2871750"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.91"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.690"},{"key":"ref16","article-title":"YOLOv3: An incremental improvement","author":"Redmon","year":"2018","journal-title":"arXiv:1804.02767"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.2004.10934"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ICASID.2019.8925094"},{"issue":"2","key":"ref19","first-page":"57","article-title":"Research on image detection method of insulator defects under complex environment background","volume":"36","author":"Liu","year":"2022","journal-title":"J. Electron. Meas. Instrum."},{"issue":"6","key":"ref20","first-page":"2319","article-title":"Fault detection of YOLOv5 transmission line based on attention mechanism and cross-scale feature fusion","volume":"43","author":"Hao","year":"2023","journal-title":"Proc. CSEE"},{"issue":"4","key":"ref21","first-page":"1","article-title":"Improved insulator detection and positioning for YOLOv7","volume":"60","author":"Zhang","year":"2024","journal-title":"Comput. Eng. Appl."},{"issue":"8","key":"ref22","first-page":"3437","article-title":"Transmission line insulator fault detection based on USRNet with improved YOLOv5x","volume":"48","author":"Huang","year":"2022","journal-title":"High Voltage Technol."},{"issue":"10","key":"ref23","first-page":"4382","article-title":"Study on the detection of self-explosion defects in lightweight glass insulators based on improved YOLOv5","volume":"49","author":"Wang","year":"2023","journal-title":"High Voltage Technol."},{"key":"ref24","article-title":"Communication-efficient learning of deep networks from decentralized data","author":"McMahan","year":"2016","journal-title":"arXiv:1602.05629"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i08.7021"},{"key":"ref26","article-title":"FedCV: A federated learning framework for diverse computer vision tasks","author":"He","year":"2021","journal-title":"arXiv:2111.11066"},{"key":"ref27","article-title":"FedML: A research library and benchmark for federated machine learning","author":"He","year":"2020","journal-title":"arXiv:2007.13518"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1142\/S021848850200165X"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/NOF.2013.6724526"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/2976749.2978318"},{"issue":"12","key":"ref31","first-page":"2667","article-title":"A differentially private federated learning model for fingerprinting indoor localization in edge computing","volume":"59","author":"Zhang","year":"2022","journal-title":"J. Comput. Res. Develop."},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00819"},{"issue":"5","key":"ref33","first-page":"240","article-title":"Research on directional identification of aerial insulators and its defect detection method","volume":"37","author":"Zhao","year":"2023","journal-title":"J. Electron. Meas. Instrum."},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-022-01593-w"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1807.06521"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/3298981"},{"key":"ref37","article-title":"Squeeze-and-excitation networks","author":"Hu","year":"2017","journal-title":"arXiv:1709.01507"},{"key":"ref38","article-title":"ECA-Net: Efficient channel attention for deep convolutional neural networks","author":"Wang","year":"2019","journal-title":"arXiv:1910.03151"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2020.2990221"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/10380310\/10477495.pdf?arnumber=10477495","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,23]],"date-time":"2026-01-23T21:00:01Z","timestamp":1769202001000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10477495\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"references-count":39,"URL":"https:\/\/doi.org\/10.1109\/access.2024.3380195","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024]]}}}