{"id":12197,"date":"2017-01-01T00:00:00","date_gmt":"2017-01-01T08:00:00","guid":{"rendered":"https:\/\/www.hmc.edu\/clinic\/2017\/real-time-visualization-and-machine-learning-on-network-streams\/"},"modified":"2017-01-01T00:00:00","modified_gmt":"2017-01-01T08:00:00","slug":"real-time-visualization-and-machine-learning-on-network-streams","status":"publish","type":"post","link":"https:\/\/www.hmc.edu\/clinic\/2017\/real-time-visualization-and-machine-learning-on-network-streams\/","title":{"rendered":"Real-Time Visualization and Machine Learning On Network Streams"},"content":{"rendered":"<h2 class=\"project-sponsor-dept-year\"><span class=\"project-sponsor\">Webroot, Inc.<\/span> <span class=\"project-dept-year\">Computer Science, 2016-17<\/span><\/h2>\n<div class=\"project-team\">\n<p><strong>Liaison(s):<\/strong> Hal Lonas,  Trung Tran<br \/>\n<strong>Advisor(s):<\/strong> Geoff Kuenning<br \/>\n<strong>Students(s):<\/strong> Nick Bailey (PM),  Rohin Lohe,  Jeff Milling,  Norwood Square<\/p>\n<\/div>\n<div class=\"project-abstract\">\n<p>Webroot specializes in cloud-based Internet security for consumers and businesses. The goal of our project was to perform real-time machine learning on local network streams and provide insight about anomalous and malicious behavior. Our team developed an infrastructure that uses ma-chine learning to capture and analyze network traffic and display information about it, offering clients a better understanding of malicious activity on their networks and a new way to protect against malware.<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Webroot, Inc. Computer Science, 2016-17 Liaison(s): Hal Lonas, Trung Tran Advisor(s): Geoff Kuenning Students(s): Nick Bailey (PM), Rohin Lohe, Jeff [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[140],"tags":[160],"class_list":["post-12197","post","type-post","status-publish","format-standard","hentry","category-computer-science","tag-webroot-inc"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts\/12197","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/comments?post=12197"}],"version-history":[{"count":0,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts\/12197\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/media?parent=12197"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/categories?post=12197"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/tags?post=12197"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}