{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,26]],"date-time":"2026-06-26T00:47:48Z","timestamp":1782434868091,"version":"3.54.5"},"reference-count":31,"publisher":"Zhejiang University Press","issue":"9","license":[{"start":{"date-parts":[[2025,9,1]],"date-time":"2025-09-01T00:00:00Z","timestamp":1756684800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,9,1]],"date-time":"2025-09-01T00:00:00Z","timestamp":1756684800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Front Inform Technol Electron Eng"],"published-print":{"date-parts":[[2025,9]]},"DOI":"10.1631\/fitee.2400371","type":"journal-article","created":{"date-parts":[[2025,10,24]],"date-time":"2025-10-24T11:10:25Z","timestamp":1761304225000},"page":"1609-1623","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Efficient privacy-preserving scheme for secure neural network inference","\u7528\u4e8e\u5b89\u5168\u795e\u7ecf\u7f51\u7edc\u63a8\u7406\u7684\u9ad8\u6548\u9690\u79c1\u4fdd\u62a4\u65b9\u6848"],"prefix":"10.1631","volume":"26","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7202-4939","authenticated-orcid":false,"given":"Liquan","family":"Chen","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zixuan","family":"Yang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Peng","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yang","family":"Ma","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"635","published-online":{"date-parts":[[2025,10,24]]},"reference":[{"key":"ref1","author":"Chabanne","year":"2017","journal-title":"Privacy-preserving classification on deep neural network"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2022.05.008"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.14722\/ndss.2020.23005"},{"key":"ref4","first-page":"409","article-title":"Homomorphic encryption for arithmetic of approximate numbers","volume-title":"Proc 23rd Int Conf on Theory and Applications of Cryptology and Information Security","author":"Cheon","year":"2017"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-10970-7_16"},{"key":"ref6","author":"Chou","year":"2018","journal-title":"Faster CryptoNets: leveraging sparsity for real-world encrypted inference"},{"key":"ref7","first-page":"201","article-title":"CryptoNets: applying neural networks to encrypted data with high throughput and accuracy","volume-title":"Proc 33rd Int Conf on Machine Learning","author":"Dowlin","year":"2016"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-44371-2_31"},{"key":"ref9","author":"Hesamifard","year":"2017","journal-title":"CryptoDL: deep neural networks over encrypted data"},{"key":"ref10","first-page":"4839","article-title":"DeepReDuce: ReLU reduction for fast private inference","volume-title":"Proc 38th Int Conf on Machine Learning","author":"Iha","year":"2021"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.1502.03167"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/bigdata50022.2020.9378372"},{"key":"ref13","first-page":"1651","article-title":"GAZELLE: a low latency framework for secure neural network inference","volume-title":"Proc 27th USENIX Security Symp","author":"Juvekar","year":"2018"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/tifs.2023.3263631"},{"key":"ref15","first-page":"2651","article-title":"SWIFT: super-fast and robust privacy-preserving machine learning","volume-title":"Proc 30th USENIX Security Symp","author":"Koti","year":"2021"},{"key":"ref16","author":"Lai","year":"2024","journal-title":"Efficient privacy-preserving KAN inference using homomorphic encryption"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/access.2020.3003928"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/icde48307.2020.00152"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/s11432-022-3507-7"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/3133956.3134056"},{"key":"ref21","article-title":"SAFENet: a secure, accurate and fast neural network inference","volume-title":"Proc 9th Int Conf on Learning Representations","author":"Lou","year":"2021"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.14722\/ndss.2021.23166"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/3411501.3419418"},{"key":"ref24","first-page":"2147","article-title":"GForce: GPU-friendly oblivious and rapid neural network inference","volume-title":"Proc 30th USENIX Security Symp","author":"Ng","year":"2021"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/3196494.3196522"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr.2015.7298682"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2018.04.089"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/tnse.2022.3177755"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.cose.2023.103163"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/access.2022.3210134"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-20029-8_10"}],"container-title":["Frontiers of Information Technology &amp; Electronic Engineering"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1631\/FITEE.2400371.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1631\/FITEE.2400371\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1631\/FITEE.2400371.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,2,21]],"date-time":"2026-02-21T06:41:04Z","timestamp":1771656064000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1631\/FITEE.2400371"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,9]]},"references-count":31,"journal-issue":{"issue":"9","published-print":{"date-parts":[[2025,9]]}},"alternative-id":["2089"],"URL":"https:\/\/doi.org\/10.1631\/fitee.2400371","relation":{},"ISSN":["2095-9184","2095-9230"],"issn-type":[{"value":"2095-9184","type":"print"},{"value":"2095-9230","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,9]]},"assertion":[{"value":"8 May 2024","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"21 November 2024","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"24 October 2025","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"All the authors declare that they have no conflict of interest.","order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflicts of interest"}}]}}