{"id":5265,"date":"2020-11-01T20:31:17","date_gmt":"2020-11-01T20:31:17","guid":{"rendered":"http:\/\/dkundur.comm.utoronto.ca\/?p=5265"},"modified":"2021-11-12T20:36:29","modified_gmt":"2021-11-12T20:36:29","slug":"keynote-analytics-driven-cyber-physical-security-for-a-converged-smart-grid","status":"publish","type":"post","link":"https:\/\/dkundur.comm.utoronto.ca\/index.php\/2020\/11\/01\/keynote-analytics-driven-cyber-physical-security-for-a-converged-smart-grid\/","title":{"rendered":"EPEC 2020 keynote: Analytics-Driven Cyber-Physical Security for a Converged Smart Grid"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"5265\" class=\"elementor elementor-5265\" data-elementor-settings=\"[]\">\n\t\t\t<div class=\"elementor-inner\">\n\t\t\t\t<div class=\"elementor-section-wrap\">\n\t\t\t\t\t\t\t<section class=\"elementor-element elementor-element-a47a4e9 elementor-section-boxed elementor-section-height-default elementor-section-height-default elementor-section elementor-top-section\" data-id=\"a47a4e9\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t<div class=\"elementor-element elementor-element-43b5851 elementor-column elementor-col-33 elementor-top-column\" data-id=\"43b5851\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap  elementor-element-populated\">\n\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bf8df55 elementor-widget elementor-widget-image\" data-id=\"bf8df55\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"278\" height=\"278\" src=\"https:\/\/dkundur.comm.utoronto.ca\/wp-content\/uploads\/2021\/06\/DeepaKundurSGC20-278x278.jpg\" class=\"attachment-large size-large\" alt=\"\" srcset=\"https:\/\/dkundur.comm.utoronto.ca\/wp-content\/uploads\/2021\/06\/DeepaKundurSGC20-278x278.jpg 278w, https:\/\/dkundur.comm.utoronto.ca\/wp-content\/uploads\/2021\/06\/DeepaKundurSGC20-278x278-150x150.jpg 150w, https:\/\/dkundur.comm.utoronto.ca\/wp-content\/uploads\/2021\/06\/DeepaKundurSGC20-278x278-100x100.jpg 100w\" sizes=\"auto, 100vw\" \/>\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-56edc16 elementor-column elementor-col-66 elementor-top-column\" data-id=\"56edc16\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap  elementor-element-populated\">\n\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t<div class=\"elementor-element elementor-element-40d2f7e elementor-widget elementor-widget-text-editor\" data-id=\"40d2f7e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-text-editor elementor-clearfix\"><p><span style=\"color: #666666; font-family: 'Helvetica Neue', Helvetica, Arial, 'Lucida Grande', sans-serif; font-size: 13px; background-color: #fcfcfc;\">The field of cyber-physical security has evolved greatly over the last decade especially in the context of critical infrastructures such as the smart grid. The current challenges aim to address the\u00a0increased sophistication of cyberattacks in the context of a more automated grid. Emerging polymorphic and stealthy attacks necessitate more coordinated and intelligent approaches to mitigation. In\u00a0addition to the typical defence-in-depth paradigm, more harmonized protection and resilience strategies are essential. Development of next-generation tools for cyber-physical security requires the\u00a0adoption of effective models that are compatible with salient trends in smart grid infrastructure including Information Technology\/Operational Technology (IT\/OT) convergence. The resulting data-rich\u00a0cyber-physical environment from IT\/OT convergence suggests a strong need for greater data-driven modelling paradigms and analytics. In this talk, \u00a0we provide examples of deep learning in the context\u00a0of anomaly detection for the cyber-physical protection of transmission protection systems. We then present a brave new world of opportunities for smart grid cyber-physical security using a data\u00a0analytics-driven approach.<\/span><\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>The field of cyber-physical security has evolved greatly over the last decade especially in the context of critical infrastructures such as the smart grid. The current challenges aim to address the&nbsp;increased sophistication of cyberattacks in the context of a more automated grid. Emerging polymorphic and stealthy attacks necessitate more coordinated and intelligent approaches to mitigation. [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[22,44],"tags":[],"class_list":["post-5265","post","type-post","status-publish","format-standard","hentry","category-conference","category-keynote"],"_links":{"self":[{"href":"https:\/\/dkundur.comm.utoronto.ca\/index.php\/wp-json\/wp\/v2\/posts\/5265","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/dkundur.comm.utoronto.ca\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/dkundur.comm.utoronto.ca\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/dkundur.comm.utoronto.ca\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/dkundur.comm.utoronto.ca\/index.php\/wp-json\/wp\/v2\/comments?post=5265"}],"version-history":[{"count":6,"href":"https:\/\/dkundur.comm.utoronto.ca\/index.php\/wp-json\/wp\/v2\/posts\/5265\/revisions"}],"predecessor-version":[{"id":5280,"href":"https:\/\/dkundur.comm.utoronto.ca\/index.php\/wp-json\/wp\/v2\/posts\/5265\/revisions\/5280"}],"wp:attachment":[{"href":"https:\/\/dkundur.comm.utoronto.ca\/index.php\/wp-json\/wp\/v2\/media?parent=5265"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/dkundur.comm.utoronto.ca\/index.php\/wp-json\/wp\/v2\/categories?post=5265"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/dkundur.comm.utoronto.ca\/index.php\/wp-json\/wp\/v2\/tags?post=5265"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}