{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,14]],"date-time":"2026-01-14T20:09:03Z","timestamp":1768421343100,"version":"3.49.0"},"reference-count":27,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,5,8]],"date-time":"2023-05-08T00:00:00Z","timestamp":1683504000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,5,8]],"date-time":"2023-05-08T00:00:00Z","timestamp":1683504000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001321","name":"National Research Foundation","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100001321","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,5,8]]},"DOI":"10.1109\/noms56928.2023.10154226","type":"proceedings-article","created":{"date-parts":[[2023,6,23]],"date-time":"2023-06-23T16:50:45Z","timestamp":1687539045000},"page":"1-5","source":"Crossref","is-referenced-by-count":7,"title":["SFL-LEO: Secure Federated Learning Computation Based on LEO Satellites for 6G Non-Terrestrial Networks"],"prefix":"10.1109","author":[{"given":"Sheikh Salman","family":"Hassan","sequence":"first","affiliation":[{"name":"Kyung Hee University,Department of Computer Science and Engineering,Yongin,Republic of Korea,17104"}]},{"given":"Umer","family":"Majeed","sequence":"additional","affiliation":[{"name":"Kyung Hee University,Department of Computer Science and Engineering,Yongin,Republic of Korea,17104"}]},{"given":"Zhu","family":"Han","sequence":"additional","affiliation":[{"name":"University of Houston,Department of Electrical and Computer Engineering,Houston,TX,USA,77004-4005"}]},{"given":"Choong Seon","family":"Hong","sequence":"additional","affiliation":[{"name":"Kyung Hee University,Department of Computer Science and Engineering,Yongin,Republic of Korea,17104"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.23919\/JCC.2019.08.001"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.2307\/j.ctt1trkk7x"},{"key":"ref3","first-page":"1273","article-title":"Communication-Efficient Learning of Deep Networks from Decentralized Data","volume-title":"Proc, of the 20th International Conference on Artificial Intelligence and Statistics (AISTATS), ser. Machine Learning Research","volume":"54","author":"McMahan"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3075203"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.001.1900649"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2021.3090430"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2968399"},{"key":"ref8","article-title":"Number of Internet of Things (IoT) connected devices worldwide from 2019 to 2030"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2022.3220631"},{"key":"ref10","article-title":"Satellite-based ITS data offloading & computation in 6G networks: A cooperative multi-agent proximal policy optimization DRL with attention approach","author":"Hassan","year":"2022"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/GLOBECOM46510.2021.9685488"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/comst.2021.3130901"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2020.3028247"},{"key":"ref14","article-title":"Why in the next decade companies will launch thousands more satellites than in all of history","year":"2019"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3068596"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2019.1800445"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/3373376.3378473"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.3390\/rs12142205"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/MAES.2020.3008468"},{"key":"ref20","article-title":"Take-off for UK-built supercomputer nanosatellites","year":"2019","journal-title":"U. S. Agency"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.2979127"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1080\/19393555.2014.900834"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2017.04.002"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2020.10.007"},{"key":"ref25","article-title":"Federated learning: Strategies for improving communication efficiency","author":"Konecny","year":"2016","journal-title":"arXiv preprint arXiv:1610.05492"},{"key":"ref26","article-title":"Pytorch: An imperative style, high-performance deep learning library","volume-title":"Proc, of the Advances in Neural Information Processing Systems","volume":"32","author":"Paszke"},{"key":"ref27","article-title":"TenSEAL: A Library for Encrypted Tensor Operations Using Homomorphic Encryption","author":"Benaissa","year":"2021","journal-title":"arXiv preprint arXiv:2104.03152"}],"event":{"name":"NOMS 2023-2023 IEEE\/IFIP Network Operations and Management Symposium","location":"Miami, FL, USA","start":{"date-parts":[[2023,5,8]]},"end":{"date-parts":[[2023,5,12]]}},"container-title":["NOMS 2023-2023 IEEE\/IFIP Network Operations and Management Symposium"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10154252\/10154208\/10154226.pdf?arnumber=10154226","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,1]],"date-time":"2024-03-01T10:43:22Z","timestamp":1709289802000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10154226\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,5,8]]},"references-count":27,"URL":"https:\/\/doi.org\/10.1109\/noms56928.2023.10154226","relation":{},"subject":[],"published":{"date-parts":[[2023,5,8]]}}}