{"id":13613,"date":"2023-01-01T00:00:00","date_gmt":"2023-01-01T08:00:00","guid":{"rendered":"https:\/\/www.hmc.edu\/clinic\/?p=13613"},"modified":"2023-05-15T09:28:31","modified_gmt":"2023-05-15T16:28:31","slug":"developing-tools-for-testing-adversarial-attacks-against-natural-language-classifiers","status":"publish","type":"post","link":"https:\/\/www.hmc.edu\/clinic\/2023\/developing-tools-for-testing-adversarial-attacks-against-natural-language-classifiers\/","title":{"rendered":"Developing Tools for Testing Adversarial Attacks Against Natural Language Classifiers"},"content":{"rendered":"<h2 class=\"project-sponsor-dept-year\"><span class=\"project-sponsor\">Proofpoint, Inc.<\/span> <span class=\"project-dept-year\">Computer Science, 2022\u201323<\/span><\/h2>\n<div class=\"project-team\">\n<p><strong>Liaison(s):<\/strong> Cameron Malloy, Adam Starr POM \u201918, Dana Harris CMC \u201922<br \/>\n<strong>Advisor(s):<\/strong> Blake Jackson<br \/>\n<strong>Students(s):<\/strong> David Pitt (PM-S), Katie Johnson (PM-F), James Lucassen, Nanako Noda, Ingrid Wu<\/p>\n<\/div>\n<div class=\"project-abstract\">\n<p>Proofpoint uses natural language processing systems to classify and filter out malicious or fraudulent emails. The Proofpoint Clinic team is improving existing tools to test the ways in which malicious content can evade Proofpoint\u2019s models while remaining human-readable. The team is also researching attacks that switch between multiple languages to confuse language models and defenses against these attacks.<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Proofpoint, Inc. Computer Science, 2022\u201323 Liaison(s): Cameron Malloy, Adam Starr POM \u201918, Dana Harris CMC \u201922 Advisor(s): Blake Jackson Students(s): [&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-13613","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\/13613","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=13613"}],"version-history":[{"count":2,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts\/13613\/revisions"}],"predecessor-version":[{"id":13624,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts\/13613\/revisions\/13624"}],"wp:attachment":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/media?parent=13613"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/categories?post=13613"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/tags?post=13613"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}