{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,7]],"date-time":"2026-03-07T18:15:38Z","timestamp":1772907338363,"version":"3.50.1"},"reference-count":50,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"24","license":[{"start":{"date-parts":[[2023,12,15]],"date-time":"2023-12-15T00:00:00Z","timestamp":1702598400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,12,15]],"date-time":"2023-12-15T00:00:00Z","timestamp":1702598400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,12,15]],"date-time":"2023-12-15T00:00:00Z","timestamp":1702598400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["U21B2021"],"award-info":[{"award-number":["U21B2021"]}],"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":["32071775"],"award-info":[{"award-number":["32071775"]}],"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":["U19B2021"],"award-info":[{"award-number":["U19B2021"]}],"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":["62272385"],"award-info":[{"award-number":["62272385"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Shaanxi Distinguished Youth Project","award":["2022JC-47"],"award-info":[{"award-number":["2022JC-47"]}]},{"DOI":"10.13039\/501100020196","name":"Major Program of Shandong Provincial Natural Science Foundation for the Fundamental Research","doi-asserted-by":"publisher","award":["ZR2022ZD03"],"award-info":[{"award-number":["ZR2022ZD03"]}],"id":[{"id":"10.13039\/501100020196","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Internet Things J."],"published-print":{"date-parts":[[2023,12,15]]},"DOI":"10.1109\/jiot.2023.3279926","type":"journal-article","created":{"date-parts":[[2023,5,25]],"date-time":"2023-05-25T17:57:20Z","timestamp":1685037440000},"page":"21176-21186","source":"Crossref","is-referenced-by-count":21,"title":["Privacy-Preserving Cross-Silo Federated Learning Atop Blockchain for IoT"],"prefix":"10.1109","volume":"10","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6711-0912","authenticated-orcid":false,"given":"Huilin","family":"Li","sequence":"first","affiliation":[{"name":"School of Cyber Science and Technology, Beihang University, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3206-9515","authenticated-orcid":false,"given":"Yu","family":"Sun","sequence":"additional","affiliation":[{"name":"School of Cyber Science and Technology, Beihang University, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0667-077X","authenticated-orcid":false,"given":"Yong","family":"Yu","sequence":"additional","affiliation":[{"name":"School of Computer Science, Shaanxi Normal University, Shaanxi, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1548-2666","authenticated-orcid":false,"given":"Dawei","family":"Li","sequence":"additional","affiliation":[{"name":"School of Cyber Science and Technology, Beihang University, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3959-338X","authenticated-orcid":false,"given":"Zhenyu","family":"Guan","sequence":"additional","affiliation":[{"name":"School of Cyber Science and Technology, Beihang University, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2965-3518","authenticated-orcid":false,"given":"Jianwei","family":"Liu","sequence":"additional","affiliation":[{"name":"School of Cyber Science and Technology, Beihang University, Beijing, China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2021.3090430"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-57959-7"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/3298981"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2020.10.007"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2022\/791"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2019.00065"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2019.00029"},{"key":"ref8","first-page":"29898","article-title":"Gradient inversion with generative image prior","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"34","author":"Jeon"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TBDATA.2022.3190835"},{"key":"ref10","first-page":"1709","article-title":"QSGD: Communication-efficient SGD via gradient quantization and encoding","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Alistarh"},{"key":"ref11","first-page":"493","article-title":"BatchCrypt: Efficient homomorphic encryption for Cross-Silo federated learning","volume-title":"Proc. USENIX Annu. Tech. Conf. (USENIX ATC)","author":"Zhang"},{"key":"ref12","first-page":"1509","article-title":"TernGrad: Ternary gradients to reduce communication in distributed deep learning","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Wen"},{"key":"ref13","article-title":"SignSGD with majority vote is communication efficient and fault tolerant","author":"Bernstein","year":"2018","journal-title":"arXiv:1810.05291"},{"key":"ref14","first-page":"4672","article-title":"SafetyNets: Verifiable execution of deep neural networks on an untrusted cloud","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Ghodsi"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2022.3176191"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-63076-8_2"},{"key":"ref17","article-title":"iDLG: Improved deep leakage from gradients","author":"Zhao","year":"2020","journal-title":"arXiv:2001.02610"},{"key":"ref18","first-page":"16937","article-title":"Inverting gradients-how easy is it to break privacy in federated learning?","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"33","author":"Geiping"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01607"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00989"},{"key":"ref23","article-title":"Differentially private federated learning: A client level perspective","author":"Geyer","year":"2017","journal-title":"arXiv:1712.07557"},{"key":"ref24","article-title":"Deep gradient compression: Reducing the communication bandwidth for distributed training","author":"Lin","year":"2017","journal-title":"arXiv:1712.01887"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00919"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.cose.2020.101824"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2021.08.062"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/3133956.3133982"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/3372297.3417885"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2019.2929409"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2020.3043139"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/tmc.2022.3219485"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/2810103.2813687"},{"key":"ref34","article-title":"Differentially private cross-silo federated learning","author":"Heikkil\u00e4","year":"2020","journal-title":"arXiv:2007.05553"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1145\/3338501.3357371"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/3319535.3363256"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2019.2940820"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2020.3044223"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-90567-5_24"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/0167-2789(92)90242-F"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1007\/BFb0054019"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-48071-4_28"},{"key":"ref43","volume-title":"On protocols","author":"Damgard","year":"2002"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-47721-7_12"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-68339-9_33"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/TDSC.2020.2979856"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1090\/S0025-5718-99-01141-2"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2017.2787987"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-40588-4_15"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.5220\/0008770902320239"}],"container-title":["IEEE Internet of Things Journal"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6488907\/10353047\/10136378.pdf?arnumber=10136378","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,11]],"date-time":"2024-01-11T23:47:44Z","timestamp":1705016864000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10136378\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,12,15]]},"references-count":50,"journal-issue":{"issue":"24"},"URL":"https:\/\/doi.org\/10.1109\/jiot.2023.3279926","relation":{},"ISSN":["2327-4662","2372-2541"],"issn-type":[{"value":"2327-4662","type":"electronic"},{"value":"2372-2541","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,12,15]]}}}