{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,9]],"date-time":"2026-06-09T15:30:26Z","timestamp":1781019026508,"version":"3.54.1"},"reference-count":27,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["51707123"],"award-info":[{"award-number":["51707123"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Foundations of Shenzhen Science and Technology Innovation Committee","award":["JCYJ20190808143619749"],"award-info":[{"award-number":["JCYJ20190808143619749"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2021]]},"DOI":"10.1109\/access.2021.3053573","type":"journal-article","created":{"date-parts":[[2021,1,22]],"date-time":"2021-01-22T22:55:16Z","timestamp":1611356116000},"page":"16707-16715","source":"Crossref","is-referenced-by-count":11,"title":["Privacy Protection in Prosumer Energy Management Based on Federated Learning"],"prefix":"10.1109","volume":"9","author":[{"given":"Yunfeng","family":"Li","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiaoling","family":"Li","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7363-1060","authenticated-orcid":false,"given":"Gangqiang","family":"Li","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8179-0256","authenticated-orcid":false,"given":"Zhitao","family":"Li","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref10","first-page":"2021","article-title":"FedPAQ: A communication-efficient federated learning method with periodic averaging and quantization","volume":"108","author":"reisizadeh","year":"2020","journal-title":"Proc 23rd Int Conf Artif Intell Statist"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3030888"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2016.2528162"},{"key":"ref13","first-page":"756","article-title":"Learning classifiers when the training data is not iid","author":"dundar","year":"2007","journal-title":"Proc IJCAI"},{"key":"ref14","first-page":"1273","article-title":"Communication-efficient learning of deep networks from decentralized data","author":"mcmahan","year":"2017","journal-title":"Proc Artif Intell Statist"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0230706"},{"key":"ref16","article-title":"Research of reliability based on the non-iidness learning","author":"wang","year":"2015"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2019.2944481"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM41043.2020.9155494"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICC40277.2020.9148853"},{"key":"ref4","first-page":"1","article-title":"A review of cyber security risks of power systems: From static to dynamic false data attacks","volume":"5","author":"xu","year":"2020","journal-title":"Protection Control Mod Power Syst"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.enconman.2020.112909"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1186\/s41601-019-0149-x"},{"key":"ref6","first-page":"2","article-title":"Scientific legislation to ensure data security","volume":"9","author":"hou","year":"2020","journal-title":"Learning Times"},{"key":"ref5","year":"2019","journal-title":"Regulation (EU) 2016\/679 of the European Parliament and of the Council of 27 April 2016 on the protection of natural persons with regard to the processing of personal data and on the free movement of such data and repealing Directive 95\/46\/EC (General Data Protection Regulation) (Text with EEA relevance)"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2020.2975749"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3034602"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1186\/s41601-020-00155-x"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2996307"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TSTE.2019.2961432"},{"key":"ref20","article-title":"Research on non-iid KNN classification algorithm","author":"li","year":"2018"},{"key":"ref22","first-page":"56","article-title":"An improved pam algorithm for numerical data under non-independent and identical distribution","volume":"33","author":"han","year":"2019","journal-title":"J Qilu Univ Technol"},{"key":"ref21","article-title":"Research on non-iid k-medoids clustering algorithm","author":"han","year":"2019"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/3298981"},{"key":"ref23","first-page":"6","article-title":"Research on federated machine learning technology with different data distribution","author":"pan","year":"2019","journal-title":"Proc 5G Netw Innov Seminar"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1186\/s41601-020-0154-0"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3013541"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/9312710\/09333578.pdf?arnumber=9333578","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,12,17]],"date-time":"2021-12-17T19:56:22Z","timestamp":1639770982000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9333578\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"references-count":27,"URL":"https:\/\/doi.org\/10.1109\/access.2021.3053573","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021]]}}}