{"id":10279,"date":"2022-01-12T14:55:00","date_gmt":"2022-01-12T13:55:00","guid":{"rendered":"https:\/\/www.l3s.de\/?p=10279"},"modified":"2022-11-01T15:16:50","modified_gmt":"2022-11-01T14:16:50","slug":"leibniz-ai-lab-researchers-win-best-student-paper-award","status":"publish","type":"post","link":"https:\/\/www.l3s.de\/de\/leibniz-ai-lab-researchers-win-best-student-paper-award\/","title":{"rendered":"Leibniz AI Lab Wissenschaftler gewinnen Best Student Paper Award"},"content":{"rendered":"<p>Vom 13. \u2013 15. Dezember fand die dritte \u201einternationale IEEE-Konferenz \u00fcber Vertrauen, Datenschutz und Sicherheit in intelligenten Systemen und Anwendungen\u201c (original: The Third IEEE International Conference on Trust, Privacy and Security in Intelligent Systems, and Applications) virtuell statt.<\/p>\n\n\n\n<p>Die \u201eIEEE TPS-ISA\u201c ist ein internationales, multidisziplin\u00e4res Forum f\u00fcr die Pr\u00e4sentation von Innovationen auf dem neuesten Stand der Technik und die Diskussion zwischen akademischen, industriellen Forschern und Praktikern \u00fcber Fragen im Zusammenhang mit Vertrauen, Datenschutz und Sicherheit in neu entstehenden intelligenten Systemen und Anwendungen.<\/p>\n\n\n\n<p>Die Leibniz AI Lab Wissenschaftler Iyiola Emmanuel Olatunji, Wolfgang Nejdl und Megha Khosla reichten ein Paper mit dem Titel: \u201eMembership Inference Attack on Graph Neural Networks\u201c ein. Die Arbeit wurde mit dem Best Student Paper Award ausgezeichnet.<\/p>\n\n\n\n<p>In dieser Arbeit untersuchen die Wissenschaftler die Anf\u00e4lligkeit von sogenannten Graph Neural Networks (GNNs) f\u00fcr Datenschutzbedrohungen und zeigen, dass sogar ein Blackbox-Zugang zu GNN die Informationen \u00fcber die Trainingsdaten preisgeben kann. Au\u00dferdem schlagen sie einige praktische Schutzma\u00dfnahmen gegen solche Angriffe auf die Privatsph\u00e4re vor.<\/p>\n\n\n\n<p>Herzlichen Gl\u00fcckwunsch zu dieser Auszeichnung!<\/p>\n\n\n\n<p>Link to the Paper: https:\/\/arxiv.org\/abs\/2101.06570<\/p>","protected":false},"excerpt":{"rendered":"<p>From 13 &#8211; 15 December, the Third IEEE International Conference on Trust, Privacy and Security in Intelligent Systems, and Applications took place virtually. The &#8220;IEEE TPS-ISA&#8221; is an international, multidisciplinary forum for the presentation of state-of-the-art innovations and discussion between academic, industrial researchers and practitioners on issues related to trust, privacy and security in emerging [&hellip;]<\/p>","protected":false},"author":7,"featured_media":10280,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[10],"tags":[],"class_list":["post-10279","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news"],"acf":[],"aioseo_notices":[],"publishpress_future_workflow_manual_trigger":{"enabledWorkflows":[]},"_links":{"self":[{"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/posts\/10279","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/comments?post=10279"}],"version-history":[{"count":0,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/posts\/10279\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/media\/10280"}],"wp:attachment":[{"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/media?parent=10279"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/categories?post=10279"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/tags?post=10279"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}