{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T18:22:54Z","timestamp":1780338174237,"version":"3.54.1"},"reference-count":52,"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"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2025]]},"DOI":"10.1109\/access.2024.3524996","type":"journal-article","created":{"date-parts":[[2024,12,31]],"date-time":"2024-12-31T19:39:52Z","timestamp":1735673992000},"page":"2705-2722","source":"Crossref","is-referenced-by-count":5,"title":["Detection of Adversarial Attacks Using Deep Learning and Features Extracted From Interpretability Methods in Industrial Scenarios"],"prefix":"10.1109","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1004-881X","authenticated-orcid":false,"given":"\u00c1ngel","family":"Luis Perales G\u00f3mez","sequence":"first","affiliation":[{"name":"Departamento de Ingeniería y Tecnología de Computadores, University of Murcia, Murcia, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2027-4239","authenticated-orcid":false,"given":"Lorenzo","family":"Fern\u00e1ndez Maim\u00f3","sequence":"additional","affiliation":[{"name":"Departamento de Ingeniería y Tecnología de Computadores, University of Murcia, Murcia, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7125-1710","authenticated-orcid":false,"given":"Alberto","family":"Huertas Celdr\u00e1n","sequence":"additional","affiliation":[{"name":"Communication Systems Group CSG, Department of Informatics IfI, University of Zurich (UZH), Zürich, Switzerland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6181-5033","authenticated-orcid":false,"given":"F\u00e9lix J.","family":"Garc\u00eda Clemente","sequence":"additional","affiliation":[{"name":"Departamento de Ingeniería y Tecnología de Computadores, University of Murcia, Murcia, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/3453155"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/JAS.2021.1004261"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/s42979-021-00815-1"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2958284"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1002\/spe.2879"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2803446"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.cosrev.2019.100199"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.3390\/app9050909"},{"key":"ref9","article-title":"Towards deep learning models resistant to adversarial attacks","author":"Madry","year":"2017","journal-title":"arXiv:1706.06083"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN48605.2020.9207637"},{"key":"ref11","first-page":"7717","article-title":"Attacks meet interpretability: Attribute-steered detection of adversarial samples","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"31","author":"Tao"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2022.3192901"},{"key":"ref13","volume-title":"Automating With SIMATIC S7-1500: Configuring, Programming and Testing With STEP 7 Professional","author":"Berger","year":"2014"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.3390\/e23010018"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.2307\/2699986"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1111\/rssb.12377"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/N16-3020"},{"key":"ref18","first-page":"4765","article-title":"A unified approach to interpreting model predictions","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"30","author":"Lundberg"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/SMC.2019.8913901"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/EMR.2020.2966980"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/DSAA53316.2021.9564228"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.3390\/s21155200"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.3390\/e23010083"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/MESA.2018.8449150"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.3390\/s22010291"},{"key":"ref26","article-title":"Explaining and harnessing adversarial examples","author":"Goodfellow","year":"2014","journal-title":"arXiv:1412.6572"},{"key":"ref27","article-title":"Adversarial machine learning at scale","author":"Kurakin","year":"2016","journal-title":"arXiv:1611.01236"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.282"},{"key":"ref29","first-page":"1","article-title":"Adversarial machine learning beyond the image domain","volume-title":"Proc. 56th Annu. Design Autom. Conf.","author":"Zizzo"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/ICCCN54977.2022.9868845"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2021.03.072"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.jisa.2020.102717"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.3390\/sym12101583"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TDSC.2021.3050101"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/CCTA41146.2020.9206394"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-42048-2_1"},{"key":"ref37","first-page":"21476","article-title":"On the loss landscape of adversarial training: Identifying challenges and how to overcome them","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"33","author":"Liu"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.1803.01442"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01234-2_23"},{"key":"ref40","article-title":"Mitigating adversarial effects through randomization","author":"Xie","year":"2017","journal-title":"arXiv:1711.01991"},{"key":"ref41","article-title":"Feature squeezing: Detecting adversarial examples in deep neural networks","author":"Xu","year":"2017","journal-title":"arXiv:1704.01155"},{"key":"ref42","first-page":"242","article-title":"Sparse DNNs with improved adversarial robustness","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"31","author":"Guo"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-020-09942-2"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1145\/3128572.3140448"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/0098-1354(93)80018-I"},{"key":"ref46","first-page":"52","article-title":"Issues and advances in anomaly detection evaluation for joint human-automated systems","volume-title":"Proc. Int. Conf. Appl. Hum. Factors Ergonom.","author":"Rieth"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/CySWater.2016.7469060"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1002\/aic.16497"},{"key":"ref49","article-title":"Keras","author":"Chollet","year":"2015"},{"key":"ref50","article-title":"Adversarial robustness toolbox v1.0.0","author":"Nicolae","year":"2018","journal-title":"arXiv:1807.01069"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.5555\/1953048.2078195"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.2996590"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/10820123\/10819406.pdf?arnumber=10819406","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,7]],"date-time":"2025-01-07T06:04:47Z","timestamp":1736229887000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10819406\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":52,"URL":"https:\/\/doi.org\/10.1109\/access.2024.3524996","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]}}}