{"id":835,"date":"2022-09-30T09:30:41","date_gmt":"2022-09-30T07:30:41","guid":{"rendered":"https:\/\/ace-partner.org\/dstn\/?post_type=boursier&#038;p=835"},"modified":"2024-06-06T11:44:49","modified_gmt":"2024-06-06T09:44:49","slug":"john-efiong","status":"publish","type":"boursier","link":"https:\/\/ace-partner.org\/dstn\/boursier\/john-efiong\/","title":{"rendered":"John EFIONG"},"content":{"rendered":"\n<p><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-primary-2-color\">Date de d\u00e9but: 01\/01\/22<br>Date pr\u00e9visionnelle de soutenance de th\u00e8se : Octobre 2024<br>Profil ORCID: 0000-0003-4391-2475<\/mark><\/strong><\/p>\n\n\n\n<ul class=\"wp-block-social-links is-layout-flex wp-block-social-links-is-layout-flex\"><li class=\"wp-social-link wp-social-link-linkedin  wp-block-social-link\"><a href=\"https:\/\/www.linkedin.com\/in\/johnefiong\" class=\"wp-block-social-link-anchor\"><svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M19.7,3H4.3C3.582,3,3,3.582,3,4.3v15.4C3,20.418,3.582,21,4.3,21h15.4c0.718,0,1.3-0.582,1.3-1.3V4.3 C21,3.582,20.418,3,19.7,3z M8.339,18.338H5.667v-8.59h2.672V18.338z M7.004,8.574c-0.857,0-1.549-0.694-1.549-1.548 c0-0.855,0.691-1.548,1.549-1.548c0.854,0,1.547,0.694,1.547,1.548C8.551,7.881,7.858,8.574,7.004,8.574z M18.339,18.338h-2.669 v-4.177c0-0.996-0.017-2.278-1.387-2.278c-1.389,0-1.601,1.086-1.601,2.206v4.249h-2.667v-8.59h2.559v1.174h0.037 c0.356-0.675,1.227-1.387,2.526-1.387c2.703,0,3.203,1.779,3.203,4.092V18.338z\"><\/path><\/svg><span class=\"wp-block-social-link-label screen-reader-text\">LinkedIn<\/span><\/a><\/li><\/ul>\n\n\n\n<p><strong>Intitul\u00e9 du projet :<\/strong>&nbsp;<strong>D\u00e9veloppement d&rsquo;un mod\u00e8le de d\u00e9tection d&rsquo;intrusion multi-couches bio-inspir\u00e9 pour les syst\u00e8mes cyber-physiques dans le Smart Grid.<\/strong><\/p>\n\n\n\n<p><strong>R\u00e9sum\u00e9 du projet scientifique :<\/strong>&nbsp;<\/p>\n\n\n\n<p>La fusion de l&rsquo;informatique et de l&rsquo;OT dans les Smart Grids, orchestr\u00e9e par l&rsquo;IoT, expose les infrastructures critiques aux risques de cybers\u00e9curit\u00e9 [1]. Les syst\u00e8mes de d\u00e9tection d&rsquo;intrusion (IDS) existants bas\u00e9s sur le mod\u00e8le Purdue manquent de d\u00e9tection des menaces en temps r\u00e9el et sont confront\u00e9s \u00e0 des limitations [2], [3], [4], [5], [6]. La raret\u00e9 des ensembles de donn\u00e9es et des bancs d&rsquo;essai appropri\u00e9s complique encore le probl\u00e8me. Cette \u00e9tude vise \u00e0 d\u00e9velopper un mod\u00e8le de d\u00e9tection d&rsquo;intrusion multicouche inspir\u00e9 des m\u00e9canismes biologiques, en s&rsquo;appuyant sur l&rsquo;apprentissage automatique, afin d&rsquo;am\u00e9liorer la cybers\u00e9curit\u00e9 dans le r\u00e9seau \u00e9lectrique intelligent. L&rsquo;objectif est de concevoir un banc d&rsquo;essai \u00e9mulant les protocoles du r\u00e9seau intelligent (IEC61850, DNP3, ModbusTCP) et de cr\u00e9er un IDS adaptatif bio-inspir\u00e9 capable de d\u00e9tecter les menaces \u00e0 plusieurs niveaux pour l&rsquo;infrastructure critique.<\/p>\n\n\n\n<p><strong>Synth\u00e8se des r\u00e9sultats obtenus<\/strong> : <\/p>\n\n\n\n<p>Des r\u00e9sultats pr\u00e9liminaires sont publi\u00e9s dans [7], [8], [9], et [10].<\/p>\n\n\n\n<p>Publications scientifiques :<\/p>\n\n\n\n<p>[1]&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; B. Stewart et al., \u201cA Novel Intrusion Detection Mechanism for SCADA systems which&nbsp;<\/p>\n\n\n\n<p>Automatically Adapts to Network Topology Changes,\u201d EAI Endorsed Transactions on Industrial Networks and Intelligent Systems, vol. 4, no. 10, p. 152155, Feb. 2017, doi: 10.4108\/eai.1-2-2017.152155.<\/p>\n\n\n\n<p>[2]&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; M. Sazzadul Hoque, \u201cAn Implementation of Intrusion Detection System Using Genetic Algorithm,\u201d International Journal of Network Security &amp; Its Applications, vol. 4, no. 2, pp. 109\u2013120, Mar. 2012, doi: 10.5121\/ijnsa.2012.4208.<\/p>\n\n\n\n<p>[3]&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; B. B. Zarpel\u00e3o, R. S. Miani, C. T. Kawakani, and S. C. de Alvarenga, \u201cA survey of intrusion detection in Internet of Things,\u201d Journal of Network and Computer Applications, vol. 84, pp. 25\u201337, Apr. 2017, doi: 10.1016\/j.jnca.2017.02.009.<\/p>\n\n\n\n<p>[4]&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; R. Pinto, G. Goncalves, E. Tovar, and J. Delsing, \u201cAttack Detection in Cyber-Physical Production Systems using the Deterministic Dendritic Cell Algorithm,\u201d in 2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), IEEE, Sep. 2020, pp. 1552\u20131559. doi: 10.1109\/ETFA46521.2020.9212021.<\/p>\n\n\n\n<p>[5]&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; R. Pinto, G. Goncalves, E. Tovar, and J. Delsing, \u201cAttack Detection in Cyber-Physical Production Systems using the Deterministic Dendritic Cell Algorithm,\u201d IEEE International Conference on Emerging Technologies and Factory Automation, ETFA, vol. 2020-Septe, pp. 1552\u20131559, 2020, doi: 10.1109\/ETFA46521.2020.9212021.<\/p>\n\n\n\n<p>[6]&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; C. Pinto, R. Pinto, and G. Gon\u00e7alves, \u201cTowards bio-inspired anomaly detection using the cursory dendritic cell algorithm,\u201d Algorithms, vol. 15, no. 1, pp. 1\u201328, 2022, doi: 10.3390\/a15010001.<\/p>\n\n\n\n<p>[7]&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; J. E. Efiong, B. O. Akinyemi, E. A. Olajubu, G. A. Aderounmu, and J. Degila, \u201cCyberSCADA Network Security Analysis Model for Intrusion Detection Systems in the Smart Grid,\u201d 2023, pp. 481\u2013499. doi: 10.1007\/978-3-031-24475-9_41.<\/p>\n\n\n\n<p>[8]&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; J. E. Efiong, A. Akinwale, B. O. Akinyemi, E. A. Olajubu, and G. A. Aderounmu, \u201cCyberGrid: An IEC61850 Protocol-based Substation Automation Virtual Cyber Range for Cybersecurity Research in Smart Grid,\u201d Cyber-Physical Systems, 2024.<\/p>\n\n\n\n<p>[9]&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; J. E. Efiong, J. E. T. Akinsola, B. O. Akinyemi, E. A. Olajubu, and G. A. Aderounmu, \u201cA Contrived Dataset of Substation Automation for Cybersecurity Research in the Smart Grid Networks based on IEC61850,\u201d TELKOMNIKA Telecommunication, Computing, Electronics and Control, 2024.<\/p>\n\n\n\n<p>[10]&nbsp;&nbsp;&nbsp; J. E. Efiong, S. A. Ayanboye, O. E. Balogun, B. O. Akinyemi, E. A. Olajubu, and G. A. Aderounmu, \u201cA Danger Theory-inspired Intrusion Detection Model for Smart Grid Cyber-Physical Systems,\u201d IET Smart Grid., 2024.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Date de d\u00e9but: 01\/01\/22Date pr\u00e9visionnelle de soutenance de th\u00e8se : Octobre 2024Profil ORCID: 0000-0003-4391-2475 Intitul\u00e9 du projet :&nbsp;D\u00e9veloppement d&rsquo;un mod\u00e8le de d\u00e9tection d&rsquo;intrusion multi-couches bio-inspir\u00e9 pour les syst\u00e8mes cyber-physiques dans le Smart Grid. R\u00e9sum\u00e9 du projet scientifique :&nbsp; La fusion de l&rsquo;informatique et de l&rsquo;OT dans les Smart Grids, orchestr\u00e9e par l&rsquo;IoT, expose les infrastructures [&hellip;]<\/p>\n","protected":false},"featured_media":833,"menu_order":0,"template":"","meta":{"inline_featured_image":false},"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.13 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>John EFIONG - DSTN<\/title>\n<meta name=\"description\" content=\"D\u00e9veloppement d&#039;un mod\u00e8le de d\u00e9tection d&#039;intrusion multi-couches bio-inspir\u00e9 pour les syst\u00e8mes cyber-physiques dans le Smart Grid.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/ace-partner.org\/dstn\/boursier\/john-efiong\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"John EFIONG\" \/>\n<meta property=\"og:description\" content=\"D\u00e9veloppement d&#039;un mod\u00e8le de d\u00e9tection d&#039;intrusion multi-couches bio-inspir\u00e9 pour les syst\u00e8mes cyber-physiques dans le Smart Grid.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/ace-partner.org\/dstn\/boursier\/john-efiong\/\" \/>\n<meta property=\"og:site_name\" content=\"DSTN\" \/>\n<meta property=\"article:modified_time\" content=\"2024-06-06T09:44:49+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/ace-partner.org\/dstn\/wp-content\/uploads\/sites\/2\/2022\/09\/Photo-John-EFIONG.jpeg\" \/>\n\t<meta property=\"og:image:width\" content=\"485\" \/>\n\t<meta property=\"og:image:height\" content=\"515\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"John EFIONG\" \/>\n<meta name=\"twitter:description\" content=\"D\u00e9veloppement d&#039;un mod\u00e8le de d\u00e9tection d&#039;intrusion multi-couches bio-inspir\u00e9 pour les syst\u00e8mes cyber-physiques dans le Smart Grid.\" \/>\n<meta name=\"twitter:image\" content=\"https:\/\/ace-partner.org\/dstn\/wp-content\/uploads\/sites\/2\/2022\/09\/Photo-John-EFIONG.jpeg\" \/>\n<meta name=\"twitter:label1\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data1\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/ace-partner.org\/dstn\/boursier\/john-efiong\/\",\"url\":\"https:\/\/ace-partner.org\/dstn\/boursier\/john-efiong\/\",\"name\":\"John EFIONG - 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