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DTSTART:19960101T000000 END:STANDARD BEGIN:STANDARD TZNAME:GMT TZOFFSETFROM:+0100 TZOFFSETTO:+0000 DTSTART:19961027T020000 RRULE:FREQ=YEARLY;BYMONTH=10;BYDAY=-1SU END:STANDARD END:VTIMEZONE BEGIN:VEVENT DTSTAMP:20260627T211927Z DTSTART;VALUE=DATE-TIME:20090501T110000 DTEND;VALUE=DATE-TIME:20090501T120000 SUMMARY:Robin Burke (de Paul\, USA): Robust Recommender Systems TZID:Europe/London UID:20090501-094d43f6208a58a60120cf798359580f@warwick.ac.uk CREATED:20090422T201708Z DESCRIPTION:The openness and anonymity of the Internet environment create many hazards for e-commerce. For collaborative recommender systems\, it raises the possibility of that attackers will seek to bias the output r ecommendations through manipulation of the public inputs that the system permits. Fighting such manipulation is a constant battle for the owners and maintainers of such systems. In this talk\, I will describe the kno wn vulnerabilities of collaborative algorithms and examine a range of po ssible attack types that could be deployed against them. With these vuln erabilities in mind\, I will discuss possible responses\, including the deployment of alternate recommendation algorithms and the use of supervi sed and unsupervised techniques to detect attacks. Building on this rese arch\, I will examine what it might mean to build a robust collaborative recommender and consider the implications for other machine learning te chniques deployed in public on-line environments.       Robin is visitin g between the 30th of April and 1st of May. Some of you may know him as the person behind Entree\, one of the first recommender systems to have been developed. So please try to attend the seminar as it promises to be a really good one. For more details\, see: http://www2.warwick.ac.uk/ fac/sci/dcs/research/ias/events LOCATION:CS1.01 URL:http://www2.warwick.ac.uk/fac/sci/dcs/research/ias/events ATTACH:http://www2.warwick.ac.uk/fac/sci/dcs/research/ias/events CATEGORIES: LAST-MODIFIED:20090422T201708Z ORGANIZER;CN=Alexandra Cristea: END:VEVENT END:VCALENDAR