{"id":12149,"date":"2018-01-01T00:00:00","date_gmt":"2018-01-01T08:00:00","guid":{"rendered":"https:\/\/www.hmc.edu\/clinic\/2018\/detecting-phishing-using-deep-learning-networks\/"},"modified":"2018-01-01T00:00:00","modified_gmt":"2018-01-01T08:00:00","slug":"detecting-phishing-using-deep-learning-networks","status":"publish","type":"post","link":"https:\/\/www.hmc.edu\/clinic\/2018\/detecting-phishing-using-deep-learning-networks\/","title":{"rendered":"Detecting Phishing Using Deep Learning Networks"},"content":{"rendered":"<h2 class=\"project-sponsor-dept-year\"><span class=\"project-sponsor\">Proofpoint, Inc.<\/span> <span class=\"project-dept-year\">Computer Science, 2017-18<\/span><\/h2>\n<div class=\"project-team\">\n<p><strong>Liaison(s):<\/strong> Thomas Lynam,  Mike Morris &#8217;97<br \/>\n<strong>Advisor(s):<\/strong> Zach Dodds<br \/>\n<strong>Students(s):<\/strong> Daniel Sonner (PM),  Nic Trieu,  Srinidhi Srinivasan,  Amberlee Baugus,  Montana Roberts<\/p>\n<\/div>\n<div class=\"project-abstract\">\n<p>Proofpoint is a leader at identifying online threats. This project seeks to more accurately classify phishing webpages based on their look, i.e., their visual rendering within a browser. The team designed, piloted, and tested software tools to support this investigation, culminating in a machine-learning pipeline that estimates the probability that a page is phishing based on its screen capture.<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Proofpoint, Inc. Computer Science, 2017-18 Liaison(s): Thomas Lynam, Mike Morris &#8217;97 Advisor(s): Zach Dodds Students(s): Daniel Sonner (PM), Nic Trieu, [&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":[155],"class_list":["post-12149","post","type-post","status-publish","format-standard","hentry","category-computer-science","tag-proofpoint-inc"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts\/12149","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=12149"}],"version-history":[{"count":0,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts\/12149\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/media?parent=12149"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/categories?post=12149"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/tags?post=12149"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}