{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,10]],"date-time":"2026-02-10T03:07:21Z","timestamp":1770692841861,"version":"3.49.0"},"reference-count":45,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"name":"Ministry of Economic Development of the Russian Federation","award":["139-10-2025-034 dd. 19.06.2025"],"award-info":[{"award-number":["139-10-2025-034 dd. 19.06.2025"]}]},{"name":"Ministry of Economic Development of the Russian Federation","award":["IGK 000000C313925P4D0002"],"award-info":[{"award-number":["IGK 000000C313925P4D0002"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2025]]},"DOI":"10.1109\/access.2025.3625862","type":"journal-article","created":{"date-parts":[[2025,10,27]],"date-time":"2025-10-27T18:05:43Z","timestamp":1761588343000},"page":"189686-189701","source":"Crossref","is-referenced-by-count":1,"title":["Efficient Smooth Tensor Train and Tensor Ring Completion for Image Classification Enhancement"],"prefix":"10.1109","volume":"13","author":[{"given":"Salman","family":"Ahmadi-Asl","sequence":"first","affiliation":[{"name":"Laboratory of Machine Learning and Knowledge Representation, Innopolis University, Innopolis, Russia"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-1379-9818","authenticated-orcid":false,"given":"Roman V.","family":"Garaev","sequence":"additional","affiliation":[{"name":"Research Center of the Artificial Intelligence Institute, Innopolis University, Innopolis, Russia"}]},{"given":"Rustam A.","family":"Lukmanov","sequence":"additional","affiliation":[{"name":"Laboratory of Machine Learning and Knowledge Representation, Innopolis University, Innopolis, Russia"}]},{"given":"Naeim","family":"Rezaeian","sequence":"additional","affiliation":[{"name":"Peoples&#x2019; Friendship University of Russia, Moscow, Russia"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9135-8881","authenticated-orcid":false,"given":"Asad","family":"Masood Khattak","sequence":"additional","affiliation":[{"name":"College of Technological Innovation, Zayed University, Dubai, United Arab Emirates"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3860-4948","authenticated-orcid":false,"given":"Manuel","family":"Mazzara","sequence":"additional","affiliation":[{"name":"Laboratory of Machine Learning and Knowledge Representation, Innopolis University, Innopolis, Russia"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2019.2890858"},{"key":"ref2","article-title":"ME-Net: Towards effective adversarial robustness with matrix estimation","author":"Yang","year":"2019","journal-title":"arXiv:1905.11971"},{"key":"ref3","article-title":"Structure-preserving progressive low-rank image completion for defending adversarial attacks","author":"Zhao","year":"2021","journal-title":"arXiv:2103.02781"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1137\/090752286"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/s00791-014-0218-7"},{"key":"ref6","article-title":"Tensor ring decomposition","author":"Zhao","year":"2016","journal-title":"arXiv:1606.05535"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1515\/9781400874651"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1137\/s0895479896305696"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1002\/nla.2226"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1088\/2632-2153\/abcb4f"},{"key":"ref11","first-page":"442","article-title":"Tensorizing neural networks","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"28","author":"Novikov"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1561\/2200000059"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1002\/nla.2289"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.sigpro.2023.109121"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1002\/sapm19287139"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/2512329"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2022.08.033"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.displa.2021.102028"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2022.109046"},{"key":"ref20","article-title":"AdvPaint: Protecting images from inpainting manipulation via adversarial attention disruption","author":"Jeon","year":"2025","journal-title":"arXiv:2503.10081"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2016.2586759"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2018.2817630"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.chemolab.2010.08.004"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.607"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3058103"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/s10915-023-02411-2"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/s42967-022-00218-w"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1088\/2632-2153\/abad87"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2022.3170594"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1021\/ac60214a047"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.2307\/2683591"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.2307\/2286407"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.2172\/1367799"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref35","article-title":"High-dimension tensor completion via gradient-based optimization under tensor-train format","author":"Yuan","year":"2018","journal-title":"arXiv:1804.01983"},{"key":"ref36","volume-title":"Torchvision: Pytorch\u2019s Computer Vision Library","year":"2016"},{"key":"ref37","article-title":"Explaining and harnessing adversarial examples","volume-title":"Proc. 3rd Int. Conf. Learn. Represent. (ICLR)","author":"Goodfellow"},{"key":"ref38","article-title":"Towards deep learning models resistant to adversarial attacks","volume-title":"Proc. 6th Int. Conf. Learn. Represent.","author":"Madry"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2017.49"},{"key":"ref40","first-page":"2206","article-title":"Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Croce"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-023-04532-5"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.3390\/a17040162"},{"key":"ref43","article-title":"Torchattacks: A PyTorch repository for adversarial attacks","author":"Kim","year":"2020","journal-title":"arXiv:2010.01950"},{"key":"ref44","article-title":"RobustBench: A standardized adversarial robustness benchmark","volume-title":"Proc. 35th Conf. Neural Inf. Process. Syst. Datasets Benchmarks Track","author":"Croce"},{"key":"ref45","article-title":"MIMIR: Masked image modeling for mutual information-based adversarial robustness","author":"Xu","year":"2023","journal-title":"arXiv:2312.04960"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/10820123\/11218047.pdf?arnumber=11218047","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,11]],"date-time":"2025-11-11T05:54:35Z","timestamp":1762840475000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11218047\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":45,"URL":"https:\/\/doi.org\/10.1109\/access.2025.3625862","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]}}}