{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,6]],"date-time":"2026-02-06T09:59:46Z","timestamp":1770371986345,"version":"3.49.0"},"reference-count":40,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"2","license":[{"start":{"date-parts":[[2026,2,1]],"date-time":"2026-02-01T00:00:00Z","timestamp":1769904000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,2,1]],"date-time":"2026-02-01T00:00:00Z","timestamp":1769904000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,2,1]],"date-time":"2026-02-01T00:00:00Z","timestamp":1769904000000},"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":["IEEE Trans. Cybern."],"published-print":{"date-parts":[[2026,2]]},"DOI":"10.1109\/tcyb.2025.3632113","type":"journal-article","created":{"date-parts":[[2025,11,21]],"date-time":"2025-11-21T18:44:10Z","timestamp":1763750650000},"page":"1131-1140","source":"Crossref","is-referenced-by-count":1,"title":["Learning to Match Prototype for Few-Shot Classification of Attacks and Faults in Smart Grids"],"prefix":"10.1109","volume":"56","author":[{"given":"Kaiyao","family":"Miao","sequence":"first","affiliation":[{"name":"School of Cyber Science and Engineering, Xi’an Jiaotong University, Xi’an, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6498-6951","authenticated-orcid":false,"given":"Meng","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of Cyber Science and Engineering, Xi’an Jiaotong University, Xi’an, China"}]},{"given":"Kai","family":"Chen","sequence":"additional","affiliation":[{"name":"China Electric Power Research Institute, Beijing, China"}]},{"given":"Yuanzhi","family":"Li","sequence":"additional","affiliation":[{"name":"State Grid Anhui Electric Power Research Institute, Hefei, China"}]},{"given":"Xiong","family":"Zhan","sequence":"additional","affiliation":[{"name":"State Grid Corporation of China, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8826-0362","authenticated-orcid":false,"given":"Xiaohong","family":"Guan","sequence":"additional","affiliation":[{"name":"School of Cyber Science and Engineering, Xi’an Jiaotong University, Xi’an, China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2018.2818167"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2024.3377223"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2020.3010510"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2023.3332079"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2022.3215579"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2025.3558642"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2025.3575431"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2022.3218545"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2022.3173728"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2025.3587185"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2024.3476309"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2018.2868781"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2022.3199305"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2022.3230360"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2023.3305240"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2023.3342413"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2024.3515809"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2022.3217060"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2024.3389948"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2024.3461718"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TASE.2025.3564331"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2023.3324396"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2024.3430106"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2022.3228493"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2025.3541890"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2020.3047675"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2024.3423327"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/JSYST.2022.3231897"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/3659943"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2022.3141886"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2021.3061395"},{"key":"ref32","first-page":"4080","article-title":"Prototypical networks for few-shotlearning","volume-title":"Proc. 31st Int. Conf. Neural Inf. Process. Syst.","author":"Snell"},{"key":"ref33","first-page":"1","article-title":"Optimization as a model for few-shot learning","volume-title":"Proc. Int. Conf. Learn. Represent.","author":"Ravi"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2025.3575900"},{"key":"ref35","first-page":"1919","article-title":"Meta-weight-Net: Learning an explicit mapping for sample weighting","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"32","author":"Shu"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00726"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/ISRCS.2014.6900095"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2017.2783242"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/PESGM40551.2019.8973679"},{"issue":"11","key":"ref40","first-page":"1","article-title":"Visualizing data using t-SNE","volume":"9","author":"Van der Maaten","year":"2008","journal-title":"J. Mach. Learn. Res."}],"container-title":["IEEE Transactions on Cybernetics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6221036\/11371480\/11264295.pdf?arnumber=11264295","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,2,5]],"date-time":"2026-02-05T20:41:50Z","timestamp":1770324110000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11264295\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,2]]},"references-count":40,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.1109\/tcyb.2025.3632113","relation":{},"ISSN":["2168-2267","2168-2275"],"issn-type":[{"value":"2168-2267","type":"print"},{"value":"2168-2275","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,2]]}}}