{"id":8266,"date":"2022-03-10T18:56:03","date_gmt":"2022-03-10T23:56:03","guid":{"rendered":"https:\/\/cecas.clemson.edu\/C2M2\/?p=8266"},"modified":"2022-05-20T00:10:27","modified_gmt":"2022-05-20T04:10:27","slug":"c2m2-cps-frontiers-series-mhafuzul-islam","status":"publish","type":"post","link":"https:\/\/cecas.clemson.edu\/C2M2\/c2m2-cps-frontiers-series-mhafuzul-islam\/","title":{"rendered":"C2M2 CPS Frontiers Series &#8211; Dr. Mhafuzul Islam"},"content":{"rendered":"\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe title=\"C2M2 CPS Frontiers Series- Dr. Mhafuzul Islam\" width=\"800\" height=\"450\" src=\"https:\/\/www.youtube.com\/embed\/EVyyAzJshi8?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>C<sup>2<\/sup>M<sup>2<\/sup>&nbsp;would like to thank<strong>&nbsp;Dr. Mhafuzul Islam, General Motors R&amp;D<\/strong>&nbsp;for taking part in our C<sup>2<\/sup>M<sup>2&nbsp;<\/sup>CPS Frontiers Series. Dr. Islam spoke on March 18, 2022. <\/p>\n\n\n\n<h4 class=\"has-luminous-vivid-orange-color has-text-color wp-block-heading\">Seminar Title<\/h4>\n\n\n\n<p>Hybrid Quantum-Classical Machine Learning for Cloud-supported In-Vehicle Cyberattack Detection<\/p>\n\n\n\n<h4 class=\"has-luminous-vivid-orange-color has-text-color wp-block-heading\">Seminar Abstract<\/h4>\n\n\n\n<p>Quantum computing is an emerging area, where using the computational power of a quantum computer a vast number of calculations can be performed simultaneously compared to classical computers. Though utilizing the true power of a quantum computer is far-fetched, a hybrid setup of quantum and classical computers can achieve a computational advantage over a classical computer only. In this talk, Dr. Mhafuzul Islam will present one of his studies of using a hybrid quantum-classical neural network to detect a cyberattack on the in-vehicle communication network. This study found that using a hybrid quantum-classical neural network, it is possible to achieve a higher attack detection accuracy compared to a quantum-only neural network, and a classical neural network.<\/p>\n\n\n\n<h4 class=\"has-luminous-vivid-orange-color has-text-color wp-block-heading\">Speaker Bio<\/h4>\n\n\n\n<p>Dr. Mhafuzul Islam is currently working as a Senior Researcher in General Motors R&amp;D, USA. He received his Ph.D. and M.Sc. in Civil Engineering from Clemson University and B.Sc. degree in Computer Science and Engineering from the Bangladesh University of Engineering and Technology (BUET). His research area includes transportation cyber-physical systems with an emphasis on data-driven connected autonomous vehicles. During his Ph.D. and M.Sc., Dr. Mhafuzul Islam worked under the supervision of Dr. Mashrur Chowdhury and worked on multiple C2M2 funded research projects. He previously worked as a senior software engineer at Infineon Technologies AG, Germany. &nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>C2M2&nbsp;would like to thank&nbsp;Dr. Mhafuzul Islam, General Motors R&amp;D&nbsp;for taking part in our C2M2&nbsp;CPS Frontiers Series. Dr. Islam spoke on March 18, 2022. Seminar Title Hybrid Quantum-Classical Machine Learning for Cloud-supported In-Vehicle Cyberattack Detection Seminar Abstract Quantum computing is an&#8230; <a href=\"https:\/\/cecas.clemson.edu\/C2M2\/c2m2-cps-frontiers-series-mhafuzul-islam\/\" class=\"readmore\">Read more<span class=\"screen-reader-text\">C2M2 CPS Frontiers Series &#8211; Dr. Mhafuzul Islam<\/span><span class=\"fa fa-angle-double-right\" aria-hidden=\"true\"><\/span><\/a><\/p>\n","protected":false},"author":12,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[78],"tags":[],"class_list":["post-8266","post","type-post","status-publish","format-standard","hentry","category-events","content-layout-excerpt-thumb"],"_links":{"self":[{"href":"https:\/\/cecas.clemson.edu\/C2M2\/wp-json\/wp\/v2\/posts\/8266","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cecas.clemson.edu\/C2M2\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/cecas.clemson.edu\/C2M2\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/cecas.clemson.edu\/C2M2\/wp-json\/wp\/v2\/users\/12"}],"replies":[{"embeddable":true,"href":"https:\/\/cecas.clemson.edu\/C2M2\/wp-json\/wp\/v2\/comments?post=8266"}],"version-history":[{"count":5,"href":"https:\/\/cecas.clemson.edu\/C2M2\/wp-json\/wp\/v2\/posts\/8266\/revisions"}],"predecessor-version":[{"id":8395,"href":"https:\/\/cecas.clemson.edu\/C2M2\/wp-json\/wp\/v2\/posts\/8266\/revisions\/8395"}],"wp:attachment":[{"href":"https:\/\/cecas.clemson.edu\/C2M2\/wp-json\/wp\/v2\/media?parent=8266"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cecas.clemson.edu\/C2M2\/wp-json\/wp\/v2\/categories?post=8266"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cecas.clemson.edu\/C2M2\/wp-json\/wp\/v2\/tags?post=8266"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}