{"id":17141,"date":"2021-06-07T11:22:07","date_gmt":"2021-06-07T09:22:07","guid":{"rendered":"https:\/\/zema.de\/?post_type=dt_portfolio&#038;p=17141"},"modified":"2021-06-07T11:45:45","modified_gmt":"2021-06-07T09:45:45","slug":"anoko","status":"publish","type":"dt_portfolio","link":"https:\/\/zema.de\/fr\/projekt\/anoko\/","title":{"rendered":"AnoKo"},"content":{"rendered":"<div class=\"wpb-content-wrapper\"><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"ult-spacer spacer-69edc7ac218d8\" data-id=\"69edc7ac218d8\" data-height=\"30\" data-height-mobile=\"30\" data-height-tab=\"30\" data-height-tab-portrait=\"\" data-height-mobile-landscape=\"\" style=\"clear:both;display:block;\"><\/div><div class=\"hr-thin style-line\" style=\"width: 100%;border-top-width: 1px;\"><\/div><div class=\"ult-spacer spacer-69edc7ac2192e\" data-id=\"69edc7ac2192e\" data-height=\"30\" data-height-mobile=\"30\" data-height-tab=\"30\" data-height-tab-portrait=\"\" data-height-mobile-landscape=\"\" style=\"clear:both;display:block;\"><\/div><div class=\"dt-fancy-separator h1-size\" style=\"width: 100%;\"><div class=\"dt-fancy-title\"><span class=\"separator-holder separator-left\"><\/span>AnoKo \u2013 D\u00e9tection des anomalies dans les communications des installations industrielles 4.0 pour lutter contre les cyberattaques<span class=\"separator-holder separator-right\"><\/span><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12 vc_hidden-lg vc_hidden-md vc_hidden-sm vc_hidden-xs\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"ult-spacer spacer-69edc7ac221c2\" data-id=\"69edc7ac221c2\" data-height=\"30\" data-height-mobile=\"30\" data-height-tab=\"30\" data-height-tab-portrait=\"\" data-height-mobile-landscape=\"\" style=\"clear:both;display:block;\"><\/div>\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<p>texte<\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"ult-spacer spacer-69edc7ac228c6\" data-id=\"69edc7ac228c6\" data-height=\"30\" data-height-mobile=\"30\" data-height-tab=\"30\" data-height-tab-portrait=\"\" data-height-mobile-landscape=\"\" style=\"clear:both;display:block;\"><\/div><div class=\"hr-thin style-line\" style=\"width: 100%;border-top-width: 1px;\"><\/div><\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_row-fluid wpb_animate_when_almost_visible wpb_slideInUp slideInUp\"><div class=\"right wpb_column vc_column_container vc_col-sm-8\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"ult-spacer spacer-69edc7ac22e01\" data-id=\"69edc7ac22e01\" data-height=\"30\" data-height-mobile=\"30\" data-height-tab=\"30\" data-height-tab-portrait=\"\" data-height-mobile-landscape=\"\" style=\"clear:both;display:block;\"><\/div><style type=\"text\/css\" data-type=\"the7_shortcodes-inline-css\">.icon-with-text-shortcode.icon-text-id-4416f49e264b7b2178112f8a40dc6a7e .text-icon {\n  width: 128px;\n  height: 128px;\n  line-height: 128px;\n  font-size: 64px;\n  border-radius: 200px;\n  margin: 90px 0px 0px 60px;\n}\n.icon-with-text-shortcode.icon-text-id-4416f49e264b7b2178112f8a40dc6a7e .text-icon .icon-inner {\n  min-width: 128px;\n  min-height: 128px;\n  border-radius: 200px;\n}\n@media all and (-ms-high-contrast: none) {\n  .icon-with-text-shortcode.icon-text-id-4416f49e264b7b2178112f8a40dc6a7e .text-icon .icon-inner {\n    height: 128px;\n  }\n}\n.icon-with-text-shortcode.icon-text-id-4416f49e264b7b2178112f8a40dc6a7e .text-icon .dt-hover-icon {\n  line-height: 128px;\n}\n.icon-with-text-shortcode.icon-text-id-4416f49e264b7b2178112f8a40dc6a7e .text-icon:before,\n.icon-with-text-shortcode.icon-text-id-4416f49e264b7b2178112f8a40dc6a7e .text-icon:after,\n.icon-with-text-shortcode.icon-text-id-4416f49e264b7b2178112f8a40dc6a7e .text-icon .icon-inner:before,\n.icon-with-text-shortcode.icon-text-id-4416f49e264b7b2178112f8a40dc6a7e .text-icon .icon-inner:after {\n  min-width: 100%;\n  min-height: 100%;\n  padding: inherit;\n  border-radius: inherit;\n}\n.icon-with-text-shortcode.icon-text-id-4416f49e264b7b2178112f8a40dc6a7e .text-icon.dt-icon-border-on:before {\n  border-width: 2px;\n  border-style: solid;\n}\n.dt-icon-border-dashed.icon-with-text-shortcode.icon-text-id-4416f49e264b7b2178112f8a40dc6a7e .text-icon.dt-icon-border-on:before {\n  border-style: dashed;\n}\n.dt-icon-border-dotted.icon-with-text-shortcode.icon-text-id-4416f49e264b7b2178112f8a40dc6a7e .text-icon.dt-icon-border-on:before {\n  border-style: dotted;\n}\n.dt-icon-border-double.icon-with-text-shortcode.icon-text-id-4416f49e264b7b2178112f8a40dc6a7e .text-icon.dt-icon-border-on:before {\n  border-style: double;\n}\n.icon-with-text-shortcode.icon-text-id-4416f49e264b7b2178112f8a40dc6a7e .text-icon.dt-icon-border-dashed.dt-icon-border-on:before {\n  border-style: dashed;\n}\n.icon-with-text-shortcode.icon-text-id-4416f49e264b7b2178112f8a40dc6a7e .text-icon.dt-icon-border-dotted.dt-icon-border-on:before {\n  border-style: dotted;\n}\n.icon-with-text-shortcode.icon-text-id-4416f49e264b7b2178112f8a40dc6a7e .text-icon.dt-icon-border-double.dt-icon-border-on:before {\n  border-style: double;\n}\n.icon-with-text-shortcode.icon-text-id-4416f49e264b7b2178112f8a40dc6a7e .text-icon.dt-icon-hover-border-on:after {\n  border-width: 2px;\n  border-style: solid;\n}\n.icon-with-text-shortcode.icon-text-id-4416f49e264b7b2178112f8a40dc6a7e .text-icon.dt-icon-border-dashed.dt-icon-hover-border-on:after {\n  border-style: dashed;\n}\n.icon-with-text-shortcode.icon-text-id-4416f49e264b7b2178112f8a40dc6a7e .text-icon.dt-icon-border-dotted.dt-icon-hover-border-on:after {\n  border-style: dotted;\n}\n.icon-with-text-shortcode.icon-text-id-4416f49e264b7b2178112f8a40dc6a7e .text-icon.dt-icon-border-double.dt-icon-hover-border-on:after {\n  border-style: double;\n}\n.icon-with-text-shortcode.icon-text-id-4416f49e264b7b2178112f8a40dc6a7e .text-icon.dt-icon-hover-on:hover {\n  font-size: 64px;\n}\n#page .icon-with-text-shortcode.icon-text-id-4416f49e264b7b2178112f8a40dc6a7e .text-icon.dt-icon-hover-on:hover .soc-font-icon,\n#phantom .icon-with-text-shortcode.icon-text-id-4416f49e264b7b2178112f8a40dc6a7e .text-icon.dt-icon-hover-on:hover .soc-font-icon,\n#page .icon-with-text-shortcode.icon-text-id-4416f49e264b7b2178112f8a40dc6a7e .text-icon.dt-icon-hover-on:hover .soc-icon,\n#phantom .icon-with-text-shortcode.icon-text-id-4416f49e264b7b2178112f8a40dc6a7e .text-icon.dt-icon-hover-on:hover .soc-icon {\n  color: #fff;\n  background: none;\n}\n#page .icon-with-text-shortcode.icon-text-id-4416f49e264b7b2178112f8a40dc6a7e .text-icon.dt-icon-hover-on:not(:hover) .soc-font-icon,\n#phantom .icon-with-text-shortcode.icon-text-id-4416f49e264b7b2178112f8a40dc6a7e .text-icon.dt-icon-hover-on:not(:hover) .soc-font-icon,\n#page .icon-with-text-shortcode.icon-text-id-4416f49e264b7b2178112f8a40dc6a7e .text-icon.dt-icon-hover-on:not(:hover) .soc-icon,\n#phantom .icon-with-text-shortcode.icon-text-id-4416f49e264b7b2178112f8a40dc6a7e .text-icon.dt-icon-hover-on:not(:hover) .soc-icon,\n#page .icon-with-text-shortcode.icon-text-id-4416f49e264b7b2178112f8a40dc6a7e .text-icon.dt-icon-hover-off .soc-font-icon,\n#phantom .icon-with-text-shortcode.icon-text-id-4416f49e264b7b2178112f8a40dc6a7e .text-icon.dt-icon-hover-off .soc-font-icon,\n#page .icon-with-text-shortcode.icon-text-id-4416f49e264b7b2178112f8a40dc6a7e .text-icon.dt-icon-hover-off .soc-icon,\n#phantom .icon-with-text-shortcode.icon-text-id-4416f49e264b7b2178112f8a40dc6a7e .text-icon.dt-icon-hover-off .soc-icon {\n  color: #ffffff;\n  background: none;\n}\n.icon-with-text-shortcode.icon-text-id-4416f49e264b7b2178112f8a40dc6a7e.layout-1 {\n  grid-template-columns: 128px minmax(0,1fr);\n  grid-column-gap: 60px;\n}\n.icon-with-text-shortcode.icon-text-id-4416f49e264b7b2178112f8a40dc6a7e.layout-2 {\n  grid-template-columns: minmax(0,1fr) 128px;\n  grid-column-gap: 60px;\n}\n.icon-with-text-shortcode.icon-text-id-4416f49e264b7b2178112f8a40dc6a7e.layout-2 .text-icon {\n  margin-left: 0;\n}\n.icon-with-text-shortcode.icon-text-id-4416f49e264b7b2178112f8a40dc6a7e.layout-3 {\n  grid-template-columns: 128px minmax(0,1fr);\n}\n.icon-with-text-shortcode.icon-text-id-4416f49e264b7b2178112f8a40dc6a7e.layout-3 .dt-text-title {\n  margin-left: 0px;\n}\n.icon-with-text-shortcode.icon-text-id-4416f49e264b7b2178112f8a40dc6a7e .dt-text-title,\n.icon-with-text-shortcode.icon-text-id-4416f49e264b7b2178112f8a40dc6a7e .dt-text-title a {\n  color: #558398;\n  background: none;\n  font-weight: bold;\n}\n.icon-with-text-shortcode.icon-text-id-4416f49e264b7b2178112f8a40dc6a7e .dt-text-title {\n  margin-bottom: 10px;\n}\n.icon-with-text-shortcode.icon-text-id-4416f49e264b7b2178112f8a40dc6a7e .dt-text-desc {\n  margin-bottom: 30px;\n}<\/style><div class=\"icon-with-text-shortcode  icon-text-id-4416f49e264b7b2178112f8a40dc6a7e layout-2\" ><span   class=\"text-icon dt-icon-bg-on dt-icon-hover-off\" ><span class=\"icon-inner\"><i class=\"dt-regular-icon soc-icon Defaults-exclamation\"><\/i><i class=\"dt-hover-icon soc-icon Defaults-exclamation\"><\/i><\/span><\/span><h3 class=\"dt-text-title\"  >probl\u00e9matique<\/h3><div class=\"dt-text-desc\">Avec le d\u00e9veloppement futur dans le cadre de l'industrie 4.0, la mise en r\u00e9seau des composants individuels continue d'augmenter fortement, car les syst\u00e8mes cyber-physiques interagissent de plus en plus de mani\u00e8re autonome les uns avec les autres. Les failles de s\u00e9curit\u00e9 ou les vuln\u00e9rabilit\u00e9s des syst\u00e8mes de production sous la forme d'erreurs de conception, de mise en \u0153uvre et de configuration peuvent donc avoir des cons\u00e9quences dramatiques sur l'ensemble de l'application connect\u00e9e. Les points faibles offrent un potentiel d'acc\u00e8s non autoris\u00e9s et d'interventions ind\u00e9sirables dans le syst\u00e8me de production et peuvent par exemple conduire \u00e0 une production d\u00e9fectueuse, \u00e0 l'arr\u00eat de l'installation ou m\u00eame \u00e0 des dommages corporels.<\/div><\/div><div class=\"hr-thin style-dotted\" style=\"width: 100%;border-top-width: 1px;\"><\/div><\/div><\/div><\/div><div class=\"wpb_column vc_column_container vc_col-sm-4\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"ult-spacer spacer-69edc7ac2319b\" data-id=\"69edc7ac2319b\" data-height=\"105\" data-height-mobile=\"105\" data-height-tab=\"105\" data-height-tab-portrait=\"\" data-height-mobile-landscape=\"\" style=\"clear:both;display:block;\"><\/div><\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_row-fluid wpb_animate_when_almost_visible wpb_slideInUp slideInUp\"><div class=\"wpb_column vc_column_container vc_col-sm-4\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"ult-spacer spacer-69edc7ac23603\" data-id=\"69edc7ac23603\" data-height=\"95\" data-height-mobile=\"95\" data-height-tab=\"95\" data-height-tab-portrait=\"\" data-height-mobile-landscape=\"\" style=\"clear:both;display:block;\"><\/div><\/div><\/div><\/div><div class=\"wpb_column vc_column_container vc_col-sm-8\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"ult-spacer spacer-69edc7ac237b9\" data-id=\"69edc7ac237b9\" data-height=\"30\" data-height-mobile=\"30\" data-height-tab=\"30\" data-height-tab-portrait=\"\" data-height-mobile-landscape=\"\" style=\"clear:both;display:block;\"><\/div><style type=\"text\/css\" data-type=\"the7_shortcodes-inline-css\">.icon-with-text-shortcode.icon-text-id-d8cd341b3f4e24c2a51034cdd4b8c93c .text-icon {\n  width: 128px;\n  height: 128px;\n  line-height: 128px;\n  font-size: 64px;\n  border-radius: 200px;\n  margin: 120px 60px 0px 0px;\n}\n.icon-with-text-shortcode.icon-text-id-d8cd341b3f4e24c2a51034cdd4b8c93c .text-icon .icon-inner {\n  min-width: 128px;\n  min-height: 128px;\n  border-radius: 200px;\n}\n@media all and (-ms-high-contrast: none) {\n  .icon-with-text-shortcode.icon-text-id-d8cd341b3f4e24c2a51034cdd4b8c93c .text-icon .icon-inner {\n    height: 128px;\n  }\n}\n.icon-with-text-shortcode.icon-text-id-d8cd341b3f4e24c2a51034cdd4b8c93c .text-icon .dt-hover-icon {\n  line-height: 128px;\n}\n.icon-with-text-shortcode.icon-text-id-d8cd341b3f4e24c2a51034cdd4b8c93c .text-icon:before,\n.icon-with-text-shortcode.icon-text-id-d8cd341b3f4e24c2a51034cdd4b8c93c .text-icon:after,\n.icon-with-text-shortcode.icon-text-id-d8cd341b3f4e24c2a51034cdd4b8c93c .text-icon .icon-inner:before,\n.icon-with-text-shortcode.icon-text-id-d8cd341b3f4e24c2a51034cdd4b8c93c .text-icon .icon-inner:after {\n  min-width: 100%;\n  min-height: 100%;\n  padding: inherit;\n  border-radius: inherit;\n}\n.icon-with-text-shortcode.icon-text-id-d8cd341b3f4e24c2a51034cdd4b8c93c .text-icon.dt-icon-border-on:before {\n  border-width: 2px;\n  border-style: solid;\n}\n.dt-icon-border-dashed.icon-with-text-shortcode.icon-text-id-d8cd341b3f4e24c2a51034cdd4b8c93c .text-icon.dt-icon-border-on:before {\n  border-style: dashed;\n}\n.dt-icon-border-dotted.icon-with-text-shortcode.icon-text-id-d8cd341b3f4e24c2a51034cdd4b8c93c .text-icon.dt-icon-border-on:before {\n  border-style: dotted;\n}\n.dt-icon-border-double.icon-with-text-shortcode.icon-text-id-d8cd341b3f4e24c2a51034cdd4b8c93c .text-icon.dt-icon-border-on:before {\n  border-style: double;\n}\n.icon-with-text-shortcode.icon-text-id-d8cd341b3f4e24c2a51034cdd4b8c93c .text-icon.dt-icon-border-dashed.dt-icon-border-on:before {\n  border-style: dashed;\n}\n.icon-with-text-shortcode.icon-text-id-d8cd341b3f4e24c2a51034cdd4b8c93c .text-icon.dt-icon-border-dotted.dt-icon-border-on:before {\n  border-style: dotted;\n}\n.icon-with-text-shortcode.icon-text-id-d8cd341b3f4e24c2a51034cdd4b8c93c .text-icon.dt-icon-border-double.dt-icon-border-on:before {\n  border-style: double;\n}\n.icon-with-text-shortcode.icon-text-id-d8cd341b3f4e24c2a51034cdd4b8c93c .text-icon.dt-icon-hover-border-on:after {\n  border-width: 2px;\n  border-style: solid;\n}\n.icon-with-text-shortcode.icon-text-id-d8cd341b3f4e24c2a51034cdd4b8c93c .text-icon.dt-icon-border-dashed.dt-icon-hover-border-on:after {\n  border-style: dashed;\n}\n.icon-with-text-shortcode.icon-text-id-d8cd341b3f4e24c2a51034cdd4b8c93c .text-icon.dt-icon-border-dotted.dt-icon-hover-border-on:after {\n  border-style: dotted;\n}\n.icon-with-text-shortcode.icon-text-id-d8cd341b3f4e24c2a51034cdd4b8c93c .text-icon.dt-icon-border-double.dt-icon-hover-border-on:after {\n  border-style: double;\n}\n.icon-with-text-shortcode.icon-text-id-d8cd341b3f4e24c2a51034cdd4b8c93c .text-icon.dt-icon-hover-on:hover {\n  font-size: 64px;\n}\n#page .icon-with-text-shortcode.icon-text-id-d8cd341b3f4e24c2a51034cdd4b8c93c .text-icon.dt-icon-hover-on:hover .soc-font-icon,\n#phantom .icon-with-text-shortcode.icon-text-id-d8cd341b3f4e24c2a51034cdd4b8c93c .text-icon.dt-icon-hover-on:hover .soc-font-icon,\n#page .icon-with-text-shortcode.icon-text-id-d8cd341b3f4e24c2a51034cdd4b8c93c .text-icon.dt-icon-hover-on:hover .soc-icon,\n#phantom .icon-with-text-shortcode.icon-text-id-d8cd341b3f4e24c2a51034cdd4b8c93c .text-icon.dt-icon-hover-on:hover .soc-icon {\n  color: #fff;\n  background: none;\n}\n#page .icon-with-text-shortcode.icon-text-id-d8cd341b3f4e24c2a51034cdd4b8c93c .text-icon.dt-icon-hover-on:not(:hover) .soc-font-icon,\n#phantom .icon-with-text-shortcode.icon-text-id-d8cd341b3f4e24c2a51034cdd4b8c93c .text-icon.dt-icon-hover-on:not(:hover) .soc-font-icon,\n#page .icon-with-text-shortcode.icon-text-id-d8cd341b3f4e24c2a51034cdd4b8c93c .text-icon.dt-icon-hover-on:not(:hover) .soc-icon,\n#phantom .icon-with-text-shortcode.icon-text-id-d8cd341b3f4e24c2a51034cdd4b8c93c .text-icon.dt-icon-hover-on:not(:hover) .soc-icon,\n#page .icon-with-text-shortcode.icon-text-id-d8cd341b3f4e24c2a51034cdd4b8c93c .text-icon.dt-icon-hover-off .soc-font-icon,\n#phantom .icon-with-text-shortcode.icon-text-id-d8cd341b3f4e24c2a51034cdd4b8c93c .text-icon.dt-icon-hover-off .soc-font-icon,\n#page .icon-with-text-shortcode.icon-text-id-d8cd341b3f4e24c2a51034cdd4b8c93c .text-icon.dt-icon-hover-off .soc-icon,\n#phantom .icon-with-text-shortcode.icon-text-id-d8cd341b3f4e24c2a51034cdd4b8c93c .text-icon.dt-icon-hover-off .soc-icon {\n  color: #ffffff;\n  background: none;\n}\n.icon-with-text-shortcode.icon-text-id-d8cd341b3f4e24c2a51034cdd4b8c93c.layout-1 {\n  grid-template-columns: 128px minmax(0,1fr);\n  grid-column-gap: 60px;\n}\n.icon-with-text-shortcode.icon-text-id-d8cd341b3f4e24c2a51034cdd4b8c93c.layout-2 {\n  grid-template-columns: minmax(0,1fr) 128px;\n  grid-column-gap: 0px;\n}\n.icon-with-text-shortcode.icon-text-id-d8cd341b3f4e24c2a51034cdd4b8c93c.layout-2 .text-icon {\n  margin-left: 0;\n}\n.icon-with-text-shortcode.icon-text-id-d8cd341b3f4e24c2a51034cdd4b8c93c.layout-3 {\n  grid-template-columns: 128px minmax(0,1fr);\n}\n.icon-with-text-shortcode.icon-text-id-d8cd341b3f4e24c2a51034cdd4b8c93c.layout-3 .dt-text-title {\n  margin-left: 60px;\n}\n.icon-with-text-shortcode.icon-text-id-d8cd341b3f4e24c2a51034cdd4b8c93c .dt-text-title,\n.icon-with-text-shortcode.icon-text-id-d8cd341b3f4e24c2a51034cdd4b8c93c .dt-text-title a {\n  color: #558398;\n  background: none;\n  font-weight: bold;\n}\n.icon-with-text-shortcode.icon-text-id-d8cd341b3f4e24c2a51034cdd4b8c93c .dt-text-title {\n  margin-bottom: 10px;\n}\n.icon-with-text-shortcode.icon-text-id-d8cd341b3f4e24c2a51034cdd4b8c93c .dt-text-desc {\n  margin-bottom: 30px;\n}<\/style><div class=\"icon-with-text-shortcode  icon-text-id-d8cd341b3f4e24c2a51034cdd4b8c93c layout-1\" ><span   class=\"text-icon dt-icon-bg-on dt-icon-hover-off\" ><span class=\"icon-inner\"><i class=\"dt-regular-icon soc-icon icomoon-the7-font-the7-map-02\"><\/i><i class=\"dt-hover-icon soc-icon icomoon-the7-font-the7-map-02\"><\/i><\/span><\/span><h3 class=\"dt-text-title\"  >Objectif<\/h3><div class=\"dt-text-desc\">L'objectif de ce projet est de d\u00e9tecter les intrusions non autoris\u00e9es dans les syst\u00e8mes de production. Cet objectif doit \u00eatre atteint en analysant en permanence le syst\u00e8me de communication industrielle d'une installation de production pour d\u00e9tecter les \u00e9carts. Dans le contexte de la s\u00e9curit\u00e9 informatique, ce processus s'appelle la d\u00e9tection des anomalies. Le projet AnoKo vise \u00e0 d\u00e9velopper et \u00e0 tester un syst\u00e8me de d\u00e9tection des anomalies qui permettra \u00e9galement un suivi centralis\u00e9 au sein d'une application industrielle en temps r\u00e9el. Un tel syst\u00e8me de d\u00e9tection des anomalies permet aux op\u00e9rateurs de mieux prot\u00e9ger leurs installations de production ou leurs actifs contre les attaques.<\/div><\/div><div class=\"hr-thin style-dotted\" style=\"width: 100%;border-top-width: 1px;\"><\/div><\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_row-fluid wpb_animate_when_almost_visible wpb_slideInUp slideInUp\"><div class=\"right wpb_column vc_column_container vc_col-sm-8\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"ult-spacer spacer-69edc7ac23d23\" data-id=\"69edc7ac23d23\" data-height=\"30\" data-height-mobile=\"30\" data-height-tab=\"30\" data-height-tab-portrait=\"\" data-height-mobile-landscape=\"\" style=\"clear:both;display:block;\"><\/div><style type=\"text\/css\" data-type=\"the7_shortcodes-inline-css\">.icon-with-text-shortcode.icon-text-id-ad1ec14ff0e1a45051eda937a570159e .text-icon {\n  width: 128px;\n  height: 128px;\n  line-height: 128px;\n  font-size: 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dt-icon-bg-on dt-icon-hover-off\" ><span class=\"icon-inner\"><i class=\"dt-regular-icon soc-icon icomoon-font-awesome-14x14-map-signs\"><\/i><i class=\"dt-hover-icon soc-icon icomoon-font-awesome-14x14-map-signs\"><\/i><\/span><\/span><h3 class=\"dt-text-title\"  >Proc\u00e9dure \u00e0 suivre<\/h3><div class=\"dt-text-desc\">analyse<br \/>\nEtude et analyse de technologies de communication s\u00e9lectionn\u00e9es. L'accent est mis sur PROFINET et OPC-UA. L'analyse des risques porte sur l'\u00e9tablissement des protocoles et les services associ\u00e9s.<\/p>\n<p>\u00e9largissement<br \/>\nL'environnement de test existant sera \u00e9tendu \u00e0 d'autres composants industriels afin de pouvoir analyser \u00e0 la fois l'\u00e9tat de la technique et les installations Industrie 4.0 \u00e9mergentes.<\/p>\n<p>D\u00e9tection des anomalies<br \/>\nD\u00e9veloppement d'un syst\u00e8me de d\u00e9tection et de surveillance des anomalies pour la protection contre les cyberattaques. Le d\u00e9roulement de la communication est v\u00e9rifi\u00e9 en temps r\u00e9el et les informations sur les anomalies sont visualis\u00e9es de mani\u00e8re appropri\u00e9e.<\/p>\n<p>Sp\u00e9cification de test &amp; Ex\u00e9cution du test<br \/>\nR\u00e9alisation d'essais sur la base d'un processus de production r\u00e9el. Les r\u00e9sultats permettent de formuler des recommandations d'action pour les futurs syst\u00e8mes d'automatisation Industrie 4.0.<\/div><\/div><div class=\"hr-thin style-dotted\" style=\"width: 100%;border-top-width: 1px;\"><\/div><\/div><\/div><\/div><div class=\"wpb_column vc_column_container vc_col-sm-4\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"ult-spacer spacer-69edc7ac23ff8\" data-id=\"69edc7ac23ff8\" data-height=\"140\" data-height-mobile=\"140\" data-height-tab=\"140\" data-height-tab-portrait=\"\" data-height-mobile-landscape=\"\" style=\"clear:both;display:block;\"><\/div><\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_row-fluid wpb_animate_when_almost_visible wpb_slideInUp slideInUp\"><div class=\"wpb_column vc_column_container vc_col-sm-6\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"ult-spacer spacer-69edc7ac244ca\" data-id=\"69edc7ac244ca\" data-height=\"30\" data-height-mobile=\"30\" data-height-tab=\"30\" data-height-tab-portrait=\"\" data-height-mobile-landscape=\"\" style=\"clear:both;display:block;\"><\/div>\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<p>Traitement du projet: Christian Siegwart, M.Sc.<\/p>\n<p>Chef de projet: Prof. Dr.-Ing. Georg Frey<\/p>\n<p>Partenaires du projet: KORAMIS GmbH<\/p>\n<p>Le projet a \u00e9t\u00e9 financ\u00e9 par le minist\u00e8re f\u00e9d\u00e9ral de l'\u00c9ducation et de la Recherche sous la r\u00e9f\u00e9rence 01IS16041.<\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><div class=\"wpb_column vc_column_container vc_col-sm-6\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><style type=\"text\/css\" data-type=\"the7_shortcodes-inline-css\">.shortcode-single-image-wrap.shortcode-single-image-c03b8283ca36e89f2974074eaea73f2f.enable-bg-rollover .rollover i,\n.shortcode-single-image-wrap.shortcode-single-image-c03b8283ca36e89f2974074eaea73f2f.enable-bg-rollover .rollover-video i {\n  background: -webkit-linear-gradient();\n  background: linear-gradient();\n}\n.shortcode-single-image-wrap.shortcode-single-image-c03b8283ca36e89f2974074eaea73f2f .rollover-icon {\n  font-size: 32px;\n  color: #ffffff;\n  min-width: 44px;\n  min-height: 44px;\n  line-height: 44px;\n  border-radius: 100px;\n  border-style: solid;\n  border-width: 0px;\n}\n.dt-icon-bg-on.shortcode-single-image-wrap.shortcode-single-image-c03b8283ca36e89f2974074eaea73f2f .rollover-icon {\n  background: rgba(255,255,255,0.3);\n  box-shadow: none;\n}<\/style><div class=\"shortcode-single-image-wrap shortcode-single-image-c03b8283ca36e89f2974074eaea73f2f alignnone  enable-bg-rollover dt-icon-bg-off\" style=\"margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; width:250px;\"><div class=\"shortcode-single-image\"><div class=\"fancy-media-wrap  layzr-bg\" style=\"\"><img decoding=\"async\" class=\"preload-me lazy-load aspect\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D&#39;http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg&#39;%20viewBox%3D&#39;0%200%20250%20174&#39;%2F%3E\" data-src=\"https:\/\/zema.de\/wp-content\/uploads\/2020\/07\/bmbf_logo-250x174.jpg\" data-srcset=\"https:\/\/zema.de\/wp-content\/uploads\/2020\/07\/bmbf_logo-250x174.jpg 250w, https:\/\/zema.de\/wp-content\/uploads\/2020\/07\/bmbf_logo-500x348.jpg 500w\" loading=\"eager\" sizes=\"(max-width: 250px) 100vw, 250px\" width=\"250\" height=\"174\"  data-dt-location=\"https:\/\/zema.de\/fr\/projekt\/newip\/bmbf_logo\/\" style=\"--ratio: 250 \/ 174;\" alt=\"\" \/><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>AnoKo \u2013 D\u00e9tection des anomalies dans la communication d\u2019installations industrielles 4.0 pour lutter contre les cyberattaques Texte D\u00e9finition du probl\u00e8meL\u2019\u00e9volution future de l\u2019industrie 4.0 continue d\u2019accro\u00eetre consid\u00e9rablement la connectivit\u00e9 des diff\u00e9rents composants, \u00e9tant donn\u00e9 que les syst\u00e8mes cyberphysiques interagissent de plus en plus de mani\u00e8re autonome. Les failles de s\u00e9curit\u00e9 ou les vuln\u00e9rabilit\u00e9s des syst\u00e8mes de production sous la forme d'erreurs de conception, de mise en \u0153uvre et de configuration peuvent donc avoir des cons\u00e9quences dramatiques.<\/p>","protected":false},"author":14,"featured_media":17160,"comment_status":"closed","ping_status":"closed","template":"","dt_portfolio_category":[49],"dt_portfolio_tags":[],"class_list":["post-17141","dt_portfolio","type-dt_portfolio","status-publish","has-post-thumbnail","hentry","dt_portfolio_category-industrial-security","dt_portfolio_category-49","description-off"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>EU-Forschungsprojekt AnoKo - ZeMA gGmbH Saarbr\u00fccken<\/title>\n<meta name=\"description\" content=\"BEAT\u00b2 - Wie dielektrische Elastomeren als Antrieb f\u00fcr Basslautsprecher enormes Marktpotenzial und neue Gesch\u00e4ftsfelder er\u00f6ffnen k\u00f6nnen. \u25b6Erfahren Sie mehr!\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/zema.de\/fr\/projekt\/anoko\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"EU-Forschungsprojekt AnoKo - 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