{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,2]],"date-time":"2026-06-02T17:12:58Z","timestamp":1780420378110,"version":"3.54.1"},"reference-count":33,"publisher":"Pleiades Publishing Ltd","issue":"6","license":[{"start":{"date-parts":[[2024,11,19]],"date-time":"2024-11-19T00:00:00Z","timestamp":1731974400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,11,19]],"date-time":"2024-11-19T00:00:00Z","timestamp":1731974400000},"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":["Program Comput Soft"],"published-print":{"date-parts":[[2024,12]]},"DOI":"10.1134\/s0361768824700282","type":"journal-article","created":{"date-parts":[[2024,11,19]],"date-time":"2024-11-19T17:28:17Z","timestamp":1732037297000},"page":"417-424","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":20,"title":["High-Speed Convolution Core Architecture for Privacy-Preserving Neural Networks"],"prefix":"10.1134","volume":"50","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8117-9142","authenticated-orcid":false,"given":"M. A.","family":"Lapina","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2359-1291","authenticated-orcid":false,"given":"E. M.","family":"Shiriaev","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7066-0061","authenticated-orcid":false,"given":"M. G.","family":"Babenko","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-3927-8869","authenticated-orcid":false,"given":"I.","family":"Istamov","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"137","published-online":{"date-parts":[[2024,11,19]]},"reference":[{"key":"3873_CR1","volume-title":"Artificial Intelligence","author":"E.B. Hunt","year":"2014","unstructured":"Hunt, E.B., Artificial Intelligence, Academic, 2014."},{"key":"3873_CR2","volume-title":"Improving Language Understanding by Generative Pre-Training","author":"A. Radford","year":"2018","unstructured":"Radford, A., et al., Improving Language Understanding by Generative Pre-Training, OpenAI, 2018."},{"key":"3873_CR3","series-title":"Traffic characterization of a residential wireless internet access","volume-title":"Telecommunication Systems","author":"F. Wamser","year":"2011","unstructured":"Wamser, F. et al., Traffic characterization of a residential wireless internet access, in Telecommunication Systems, Springer, 2011, vol. 48, pp. 5\u201317."},{"key":"3873_CR4","doi-asserted-by":"crossref","unstructured":"Sagiroglu, S. and Sinanc, D., Big data: A review, Proc. IEEE Int. Conf. on Collaboration Technologies and Systems (CTS), Atlanta, 2013, pp. 42\u201347.","DOI":"10.1109\/CTS.2013.6567202"},{"key":"3873_CR5","unstructured":"On Personal Data. \nhttp:\/\/pravo.gov.ru\/proxy\/ips\/?docbody&nd=102108261. Accessed 16.06.2024."},{"key":"3873_CR6","volume-title":"A Fully Homomorphic Encryption Scheme","author":"C. Gentry","year":"2009","unstructured":"Gentry, C., A Fully Homomorphic Encryption Scheme, Stanford Univ., 2009."},{"key":"3873_CR7","volume-title":"Artificial Neural Networks","author":"B. Yegnanarayana","year":"2009","unstructured":"Yegnanarayana, B., Artificial Neural Networks, PHI Learning Pvt. Ltd., 2009."},{"key":"3873_CR8","doi-asserted-by":"crossref","unstructured":"Pratiwi, H. et al., Sigmoid activation function in selecting the best model of artificial neural networks, J. Phys.: Conf. Ser., 2020, vol. 1471, no. 1, p. 012010.","DOI":"10.1088\/1742-6596\/1471\/1\/012010"},{"key":"3873_CR9","doi-asserted-by":"publisher","first-page":"120","DOI":"10.1145\/359340.359342","volume":"21","author":"R.L. Rivest","year":"1978","unstructured":"Rivest, R.L., Shamir, A., and Adleman, L., A method for obtaining digital signatures and public-key cryptosystems, Commun. ACM, 1978, vol. 21, no. 2, pp. 120\u2013126.","journal-title":"Commun. ACM"},{"key":"3873_CR10","doi-asserted-by":"publisher","first-page":"469","DOI":"10.1109\/TIT.1985.1057074","volume":"31","author":"T. ElGamal","year":"1985","unstructured":"ElGamal, T., A public key cryptosystem and a signature scheme based on discrete logarithms, IEEE Trans. Inf. Theory, 1985, vol. 31, no. 4, pp. 469\u2013472.","journal-title":"IEEE Trans. Inf. Theory"},{"key":"3873_CR11","doi-asserted-by":"crossref","unstructured":"Gentry, C., Fully homomorphic encryption using ideal lattices, in Proc. 41st Annu. ACM Symp. on Theory of Computing, Bethesda, MD: ACM, 2009, pp. 169\u2013178.","DOI":"10.1145\/1536414.1536440"},{"key":"3873_CR12","doi-asserted-by":"crossref","unstructured":"Van Dijk, M. et al., Fully homomorphic encryption over the integers, in Proc. Conf. Advances in Cryptology \u2013 Eurocrypt 2010, Gilbert, H., Ed., Berlin: Springer, 2010.","DOI":"10.1007\/978-3-642-13190-5_2"},{"key":"#cr-split#-3873_CR13.1","doi-asserted-by":"crossref","unstructured":"Gentry, C. and Halevi, S., Implementing Gentry's fully-homomorphic encryption scheme, in Proc. 30th Annul. Int. Conf. on the Theory and Applications of Crypto-graphic Techniques \"Advances in Cryptology - Eurocrypt 2011,\" Tallin, Estonia, May 15-19,","DOI":"10.1007\/978-3-642-20465-4_9"},{"key":"#cr-split#-3873_CR13.2","unstructured":"2011, Springer, 2011, pp. 129-148."},{"key":"3873_CR14","doi-asserted-by":"crossref","unstructured":"Brakerski, Z., Fully homomorphic encryption without modulus switching from classical GapSVP, in Proc. Annu. Cryptology Conf., Springer, 2012, pp. 868\u2013886.","DOI":"10.1007\/978-3-642-32009-5_50"},{"key":"3873_CR15","doi-asserted-by":"crossref","unstructured":"Brakerski, Z. and Vaikuntanathan, V., Fully homomorphic encryption from ring-LWE and security for key dependent messages, in Proc. Conf. Advances in Cryptology \u2013 Crypto 2011, Rogaway, P., Ed., Berlin, Heidelberg: Springer, 2011.","DOI":"10.1007\/978-3-642-22792-9_29"},{"key":"3873_CR16","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/2633600","volume":"6","author":"Z. Brakerski","year":"2014","unstructured":"Brakerski, Z., Gentry, C., and Vaikuntanathan, V., (Leveled) fully homomorphic encryption without bootstrapping, ACM Trans. Comput. Theory, 2014, vol. 6, no.\u00a03, pp. 1\u201336.","journal-title":"ACM Trans. Comput. Theory"},{"key":"3873_CR17","doi-asserted-by":"crossref","unstructured":"van Dijk, M., et al., Fully homomorphic encryption over the integers, in Proc. Annu. Int. Conf. on the Theory and Applications of Cryptographic Techniques, Springer, 2010, pp. 24\u201343.","DOI":"10.1007\/978-3-642-13190-5_2"},{"key":"3873_CR18","doi-asserted-by":"crossref","unstructured":"Cheon, J.H., et al., Homomorphic encryption for arithmetic of approximate numbers, in Proc. Int. Conf. on the Theory and Application of Cryptology and Information Security, Springer, 2017, pp. 409\u2013437.","DOI":"10.1007\/978-3-319-70694-8_15"},{"key":"3873_CR19","unstructured":"Homomorphic Encryption Standardization \u2013 an Open Industry \/ Government \/ Academic Consortium to Advance Secure Computation. https:\/\/homomorphicencryption.org\/. Accessed 10.12.2022."},{"key":"3873_CR20","doi-asserted-by":"publisher","first-page":"1666","DOI":"10.1007\/s12083-021-01076-8","volume":"14","author":"B. Pulido-Gaytan","year":"2021","unstructured":"Pulido-Gaytan, B., et al., Privacy-preserving neural networks with homomorphic encryption: challenges and opportunities, Peer-to-Peer Networking Appl., 2021, vol. 14, no. 3, pp. 1666\u20131691.","journal-title":"Peer-to-Peer Networking Appl."},{"key":"3873_CR21","doi-asserted-by":"crossref","unstructured":"Ribeiro, M., Grolinger, K., and Capretz, M.A., Mlaas: machine learning as a service, Proc. 14th IEEE Int. Conf. on Machine Learning and Applications (ICMLA), Miami, FL, 2015, pp. 896\u2013902.","DOI":"10.1109\/ICMLA.2015.152"},{"key":"3873_CR22","doi-asserted-by":"publisher","first-page":"424","DOI":"10.1016\/j.jnca.2013.10.004","volume":"41","author":"S.S. Manvi","year":"2014","unstructured":"Manvi, S.S. and Shyam, G.K., Resource management for infrastructure as a service (IaaS) in cloud computing: a survey, J. Network Comput. Appl., 2014, vol. 41, pp. 424\u2013440.","journal-title":"J. Network Comput. Appl."},{"key":"3873_CR23","doi-asserted-by":"crossref","unstructured":"Rodero-Merino, L. et al., Building safe PaaS clouds: a survey on security in multitenant software platforms, in Computers & Security, Elsevier, 2012, vol. 31, no. 1, pp. 96\u2013108.","DOI":"10.1016\/j.cose.2011.10.006"},{"key":"3873_CR24","doi-asserted-by":"publisher","first-page":"27","DOI":"10.1145\/1721654.1721667","volume":"53","author":"M. Cusumano","year":"2010","unstructured":"Cusumano, M., Cloud computing and saas as new computing platforms, Commun. ACM, 2010, vol. 53, no.\u00a04, pp. 27\u201329.","journal-title":"Commun. ACM"},{"key":"3873_CR25","doi-asserted-by":"crossref","unstructured":"Chen, H., Chillotti, I., and Song, Y., Improved bootstrapping for approximate homomorphic encryption, in Proc. 38th Annu. Int. Conf. on the Theory and Applications of Cryptographic Techniques \u201cAdvances in Cryptology \u2013 Eurocrypt 2019,\u201d Darmstadt, Germany, May 19\u201323, \n               2019, Springer, 2019, part II.","DOI":"10.1007\/978-3-030-17656-3_2"},{"key":"3873_CR26","unstructured":"Microsoft SEAL: C++, Microsoft, 2023."},{"key":"3873_CR27","unstructured":"OpenFHE.org \u2013 OpenFHE \u2013 Open-Source Fully Homomorphic Encryption Library. https:\/\/www.openfhe.org\/. Accessed April 1, 2024."},{"key":"3873_CR28","doi-asserted-by":"crossref","unstructured":"Dai, W. and Sunar, B., Cuhe: a homomorphic encryption accelerator library, in Proc. Int. Conf. on Cryptography and Information Security in the Balkans, Springer, 2015, pp. 169\u2013186.","DOI":"10.1007\/978-3-319-29172-7_11"},{"key":"3873_CR29","unstructured":"Benaissa, A., et al., TenSEAL: A library for encrypted tensor operations using homomorphic encryption, 2021. arXiv: 2104.03152."},{"key":"3873_CR30","doi-asserted-by":"publisher","first-page":"30039","DOI":"10.1109\/ACCESS.2022.3159694","volume":"10","author":"J.-W. Lee","year":"2022","unstructured":"Lee, J.-W. et al., Privacy-preserving machine learning with fully homomorphic encryption for deep neural network, IEEE Access., 2022, vol. 10, pp. 30039\u201330054.","journal-title":"IEEE Access."},{"key":"3873_CR31","doi-asserted-by":"crossref","unstructured":"Halevi, S. and Shoup, V., Algorithms in helib, in Proc. Annu. Cryptology Conf., Springer, 2014, pp. 554\u2013571.","DOI":"10.1007\/978-3-662-44371-2_31"},{"key":"3873_CR32","doi-asserted-by":"publisher","first-page":"2840","DOI":"10.1007\/s11227-021-03980-5","volume":"78","author":"\u00d6. \u00d6zerk","year":"2022","unstructured":"\u00d6zerk, \u00d6., et al., Efficient number theoretic transform implementation on GPU for homomorphic encryption, J. Supercomput., 2022, vol. 78, no. 2, pp. 2840\u20132872.","journal-title":"J. Supercomput."}],"container-title":["Programming and Computer Software"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1134\/S0361768824700282.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1134\/S0361768824700282","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1134\/S0361768824700282.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T03:00:13Z","timestamp":1775012413000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1134\/S0361768824700282"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,11,19]]},"references-count":33,"journal-issue":{"issue":"6","published-print":{"date-parts":[[2024,12]]}},"alternative-id":["3873"],"URL":"https:\/\/doi.org\/10.1134\/s0361768824700282","relation":{},"ISSN":["0361-7688","1608-3261"],"issn-type":[{"value":"0361-7688","type":"print"},{"value":"1608-3261","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,11,19]]},"assertion":[{"value":"10 July 2024","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"16 July 2024","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"26 July 2024","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"19 November 2024","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"The authors of this work declare that they have no conflicts of interest.","order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"CONFLICT OF INTEREST"}}]}}