PharmaGuard: Automatic identification of illegal search-indexed online pharmacies

CORONA, IGINO;CONTINI, MATTEO;ARIU, DAVIDE;GIACINTO, GIORGIO;ROLI, FABIO;
2015

Abstract

We present PharmaGuard, a novel system for the automatic discovery of illegal online pharmacies, aimed at assisting law-enforcement toward their early identification, blacklisting and shutdown. Given a previously labelled set of examples, the system is able to learn a profile of (illegal) pharmacies, and then exploit it to discover never-before-seen instances indexed by popular web search engines. Our experiments, performed on webpages found in the wild, indicate that our approach is lightweight, allows for high accuracy and can substantially complement state-of-the-art blacklists. We also present a report on the detected online pharmacies that better highlights the relevance of this threat for Internet users.
Inglese
Cybernetics (CYBCONF), 2015 IEEE 2nd International Conference on
978-1-4799-8322-3
978-1-4799-8322-3
IEEE
345 E 47TH ST, NEW YORK, NY 10017 USA
324
329
6
Cybernetics (CYBCONF), 2015
Esperti anonimi
24-26 June 2015
Gdynia
internazionale
scientifica
Detection of Illegal Pharmacies; Search Engines; Pattern Classification; Human-Machine Interaction
4 Contributo in Atti di Convegno (Proceeding)::4.1 Contributo in Atti di convegno
Corona, Igino; Contini, Matteo; Ariu, Davide; Giacinto, Giorgio; Roli, Fabio; Lund, M; Marinelli, G.
273
7
4.1 Contributo in Atti di convegno
reserved
info:eu-repo/semantics/conferencePaper
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