{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,10]],"date-time":"2026-04-10T02:30:48Z","timestamp":1775788248778,"version":"3.50.1"},"reference-count":32,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,7,1]],"date-time":"2023-07-01T00:00:00Z","timestamp":1688169600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,7,1]],"date-time":"2023-07-01T00:00:00Z","timestamp":1688169600000},"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":[],"published-print":{"date-parts":[[2023,7]]},"DOI":"10.1109\/jcc59055.2023.00011","type":"proceedings-article","created":{"date-parts":[[2023,8,31]],"date-time":"2023-08-31T17:30:29Z","timestamp":1693503029000},"page":"38-45","source":"Crossref","is-referenced-by-count":1,"title":["MDP: Privacy-Preserving GNN Based on Matrix Decomposition and Differential Privacy"],"prefix":"10.1109","author":[{"given":"Wanghan","family":"Xu","sequence":"first","affiliation":[{"name":"Xi’an Jiaotong University,School of Computer Science and Technology,Xi’an,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bin","family":"Shi","sequence":"additional","affiliation":[{"name":"Xi’an Jiaotong University,School of Computer Science and Technology,Xi’an,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jiqiang","family":"Zhang","sequence":"additional","affiliation":[{"name":"Xi’an Jiaotong University,School of Computer Science and Technology,Xi’an,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhiyuan","family":"Feng","sequence":"additional","affiliation":[{"name":"Xi’an Jiaotong University,Qian Xuesen College,Xi’an,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tianze","family":"Pan","sequence":"additional","affiliation":[{"name":"Xi’an Jiaotong University,School of Physics,Xi’an,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bo","family":"Dong","sequence":"additional","affiliation":[{"name":"Xi’an Jiaotong University,School of Distance Education,Xi’an,China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/3460120.3484565"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/s12083-021-01074-w"},{"key":"ref3","article-title":"Releasing Graph Neural Networks with Differential Privacy Guarantees[J]","author":"Olatunji","year":"2021"},{"key":"ref4","article-title":"A Comprehensive Survey on Trustworthy Graph Neural Networks: Privacy, Robustness, Fairness, and Explainability[J]","author":"Dai","year":"2022"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/3447548.3467273"},{"key":"ref6","author":"Wu","year":"2021","journal-title":"FedGNN: Federated Graph Neural Network for Privacy-Preserving Recommendation[J]"},{"key":"ref7","article-title":"Towards Representation Identical Privacy-Preserving Graph Neural Network via Split Learning[J]","author":"Shan","year":"2021"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2022.3198283"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-022-30714-9"},{"key":"ref10","author":"Zhou","year":"2020","journal-title":"Vertically Federated Graph Neural Network for Privacy-Preserving Node Classification"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2020.2978386"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/3447786.3456229"},{"key":"ref13","article-title":"Industrial Scale Privacy Preserving Deep Neural Network[J]","author":"Zheng","year":"2020"},{"key":"ref14","article-title":"Survey and Open Problems in Privacy Preserving Knowledge Graph: Merging, Query, Representation, Completion and Applications[J]","author":"Chen","year":"2020"},{"key":"ref15","article-title":"Privacy-Preserving Graph Convolutional Networks for Text Classification[J]","author":"Igamberdiev","year":"2021"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1155\/2007\/13801"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-79228-4_1"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/tkde.2021.3087515"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-10989-8_14"},{"key":"ref20","article-title":"Graph Attention Networks[C]","author":"Velikovi","year":"2017"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2020.2975749"},{"key":"ref22","volume-title":"nGraph-HE: A Graph Compiler for Deep Learning on Homomorphically Encrypted Data[J]","author":"Boemer","year":"2018"},{"key":"ref23","article-title":"EDLaaS; Fully Homomorphic Encryption Over Neural Network Graphs[J]","author":"Onoufriou","year":"2021"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2022.findings-acl.277"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/tsc.2023.3241615"},{"key":"ref26","first-page":"27","article-title":"Communication efficient distributed machine learning with the parameter server[J]","author":"Li","year":"2014","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1186\/1687-6180-2013-93"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/S0377-0427(00)00402-7"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/3285029"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2020\/643"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2022.117921"},{"key":"ref32","article-title":"Efficient privacy-preserving computation based on additive secret sharing[J]","author":"Xiong","year":"2020"}],"event":{"name":"2023 IEEE International Conference on Joint Cloud Computing (JCC)","location":"Athens, Greece","start":{"date-parts":[[2023,7,17]]},"end":{"date-parts":[[2023,7,20]]}},"container-title":["2023 IEEE International Conference on Joint Cloud Computing (JCC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10227855\/10229517\/10229600.pdf?arnumber=10229600","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,14]],"date-time":"2024-03-14T04:02:45Z","timestamp":1710388965000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10229600\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,7]]},"references-count":32,"URL":"https:\/\/doi.org\/10.1109\/jcc59055.2023.00011","relation":{},"subject":[],"published":{"date-parts":[[2023,7]]}}}