{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,11]],"date-time":"2026-07-11T00:46:14Z","timestamp":1783730774266,"version":"3.55.0"},"reference-count":66,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,12,4]],"date-time":"2022-12-04T00:00:00Z","timestamp":1670112000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,12,4]],"date-time":"2022-12-04T00:00:00Z","timestamp":1670112000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100000005","name":"U.S. Department of Defense","doi-asserted-by":"publisher","award":["W912HZ-21-C0058"],"award-info":[{"award-number":["W912HZ-21-C0058"]}],"id":[{"id":"10.13039\/100000005","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,12,4]]},"DOI":"10.1109\/ssci51031.2022.10022255","type":"proceedings-article","created":{"date-parts":[[2023,1,30]],"date-time":"2023-01-30T20:05:39Z","timestamp":1675109139000},"page":"404-412","source":"Crossref","is-referenced-by-count":22,"title":["Creating an Explainable Intrusion Detection System Using Self Organizing Maps"],"prefix":"10.1109","author":[{"given":"Jesse","family":"Ables","sequence":"first","affiliation":[{"name":"Mississippi State University,Department of Computer Science &#x0026; Engineering,Mississippi,USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Thomas","family":"Kirby","sequence":"additional","affiliation":[{"name":"Mississippi State University,Department of Computer Science &#x0026; Engineering,Mississippi,USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"William","family":"Anderson","sequence":"additional","affiliation":[{"name":"Mississippi State University,Department of Computer Science &#x0026; Engineering,Mississippi,USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sudip","family":"Mittal","sequence":"additional","affiliation":[{"name":"Mississippi State University,Department of Computer Science &#x0026; Engineering,Mississippi,USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shahram","family":"Rahimi","sequence":"additional","affiliation":[{"name":"Mississippi State University,Department of Computer Science &#x0026; Engineering,Mississippi,USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ioana","family":"Banicescu","sequence":"additional","affiliation":[{"name":"Mississippi State University,Department of Computer Science &#x0026; Engineering,Mississippi,USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Maria","family":"Seale","sequence":"additional","affiliation":[{"name":"U.S Army Engineer Research and Development Center,Vicksburg,Mississippi,USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.17352\/ara.000011"},{"key":"ref2","author":"Raytheon","year":"2017","journal-title":"Cyber security operations center (csoc)"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2018.01.091"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2009.06.019"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/3236386.3241340"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3216617"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1609\/aimag.v40i2.2850"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/BF00337288"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.1987.232894"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1002\/9780470118474.ch5"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-62582-5_10"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.5120\/12136-8419"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/65.283931"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.5120\/15544-4098"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/1541880.1541882"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-59635-4_5"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN48605.2020.9207199"},{"key":"ref18","article-title":"Explainable deep few-shot anomaly detection with deviation networks","author":"Pang","year":"2021","journal-title":"arXiv preprint"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/INDICON.2015.7443533"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1155\/2021\/6634811"},{"issue":"1","key":"ref21","first-page":"1","article-title":"Annabell island: a 3d color hexagonal som for visual intrusion detection","volume":"9","author":"Langin","year":"2011","journal-title":"Internation Journal of Computer Science and Information Security"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/PCCC.2008.4745091"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2008.17"},{"key":"ref24","article-title":"Support vector method for novelty detection","author":"Sch\u00f6lkopf","year":"1999","journal-title":"NIPS"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/5326.897072"},{"key":"ref26","article-title":"Explanation in expert systemss: A survey","author":"Moore","year":"1988","journal-title":"Technical report, University of Southern California Marina Del Rey Information Sciences Inst"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/1408800.1408906"},{"key":"ref28","article-title":"What do we need to build explainable ai systems for the medical domain?","author":"Holzinger","year":"2017","journal-title":"arXiv preprint"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-15-6634-9_8"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.7465\/jkdi.2021.32.2.283"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.3390\/s19163607"},{"key":"ref32","first-page":"7","article-title":"Broad agency announcement explainable artificial intelligence (xai)","author":"DARPA","year":"2016","journal-title":"DARPA-BAA-16\u201353"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/N16-3020"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.3321\/j.issn:0529-6579.2007.z1.029"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-44781-0_8"},{"key":"ref36","article-title":"Domain knowledge aided explainable artificial intelligence for intrusion detection and response","author":"Rabiul Islam","year":"2019","journal-title":"arXiv preprint"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TASE49443.2020.00019"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/b978-0-444-50270-4.x5000-1"},{"key":"ref39","article-title":"Kohonen self-organizing maps","volume":"98","author":"Guthikonda","year":"2005","journal-title":"Wittenberg University"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.4249\/scholarpedia.1568"},{"key":"ref41","article-title":"Data mining using self-organizing kohonen maps: A technique for effective data clustering & visualization","author":"Ong","year":"1999","journal-title":"IC-AI"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/IAMA.2009.5228074"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.23860\/thesis-breard-gregory-2017"},{"issue":"1\u20132","key":"ref44","first-page":"81","article-title":"A scalable self-organizing map algorithm for textual classification: A neural network approach to the-saurus generation","volume":"15","author":"Roussinov","year":"1998","journal-title":"Communication Cognition and Artificial Intelligence"},{"key":"ref45","first-page":"264","article-title":"A scalable heterogeneous parallel som based on mpi\/cuda","volume-title":"Asian Conference on Machine Learning","author":"Liu","year":"2018"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2002.1007776"},{"key":"ref47","author":"De la Hoz","year":"2015","journal-title":"Implementation of an intrusion detection system based on self organizing map"},{"key":"ref48","first-page":"16","article-title":"Multiple self-organizing maps for intrusion detection","volume-title":"Proceedings of the 23rd national information systems security conference","author":"Craig Rhodes","year":"2000"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/CIMCA.2005.1631456"},{"key":"ref50","first-page":"305","article-title":"Kohonens self organizing feature maps for exploratory data analysis","volume-title":"Proceedings of the International Neural Network Conference (INNC-90)","volume":"1","author":"Ultsch"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3112397"},{"issue":"11","key":"ref52","article-title":"Visualizing data using t-sne","volume":"9","author":"Van der Maaten","year":"2008","journal-title":"Journal of machine learning research"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/CISDA.2009.5356528"},{"key":"ref54","first-page":"479","article-title":"A detailed analysis of cicids2017 dataset for designing intrusion detection systems","volume":"7","author":"Panigrahi","year":"2018","journal-title":"International Journal of Engineering & Technology"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1366\/10-06155"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.23860\/thesis-yuan-li-2018"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1016\/S0925-2312(98)00030-7"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1007\/BF00118594"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-28518-4_4"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.4018\/ijssmet.2018040103"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3112397"},{"key":"ref62","article-title":"Improved interpretability of the unified distance matrix with connected components","volume-title":"7th International Conference on Data Mining (DMIN11)","author":"Hamel","year":"2012"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2016.06.047"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.15514\/ISPRAS-2020-32(5)-6"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/NAECON.2015.7443094"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-17551-0_25"}],"event":{"name":"2022 IEEE Symposium Series on Computational Intelligence (SSCI)","location":"Singapore, Singapore","start":{"date-parts":[[2022,12,4]]},"end":{"date-parts":[[2022,12,7]]}},"container-title":["2022 IEEE Symposium Series on Computational Intelligence (SSCI)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10022049\/10022014\/10022255.pdf?arnumber=10022255","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,13]],"date-time":"2024-02-13T06:44:38Z","timestamp":1707806678000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10022255\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,12,4]]},"references-count":66,"URL":"https:\/\/doi.org\/10.1109\/ssci51031.2022.10022255","relation":{},"subject":[],"published":{"date-parts":[[2022,12,4]]}}}