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Detecting Vulnerabilities in Web Applications by Clustering Web Pages (CROSBI ID 540078)

Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija

Suhina, Vanja ; Groš, Stjepan ; Kalafatić, Zoran Detecting Vulnerabilities in Web Applications by Clustering Web Pages // Proc. 31st Int'l Convention MIPRO 2008, Vol. V: Digital Economy - 5th ALADIN, Information Systems Security, Business Intelligence Systems, Local Government, Student Papers / Čišić, Dragan ; Hutinski, Željko ; Baranović, Mirtas et al. (ur.). Rijeka: Hrvatska udruga za informacijsku i komunikacijsku tehnologiju, elektroniku i mikroelektroniku - MIPRO, 2008. str. 75-78

Podaci o odgovornosti

Suhina, Vanja ; Groš, Stjepan ; Kalafatić, Zoran

engleski

Detecting Vulnerabilities in Web Applications by Clustering Web Pages

In this paper, we propose a new approach to detecting vulnerabilities in Web applications. Majority of current Web application vulnerability scanners rely on detecting vulnerabilities by detecting common error messages or input vectors used in testing. The method we propose in this paper is based on detecting unusual behavior of a Web application. Differences between pages are analyzed by examining page structure, i.e. HTML elements. Variations from standard page structure could indicate raised errors in the Web application and could indicate a vulnerability. Issues that arise in building such a tool will be described here.

data mining; fuzzing; security; unsupervised learning; vulnerability

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Podaci o prilogu

75-78.

2008.

objavljeno

Podaci o matičnoj publikaciji

Proc. 31st Int'l Convention MIPRO 2008, Vol. V: Digital Economy - 5th ALADIN, Information Systems Security, Business Intelligence Systems, Local Government, Student Papers

Čišić, Dragan ; Hutinski, Željko ; Baranović, Mirtas ; Mauher, Mladen ; Dragšić, Veljko

Rijeka: Hrvatska udruga za informacijsku i komunikacijsku tehnologiju, elektroniku i mikroelektroniku - MIPRO

978-953-233-040-3

Podaci o skupu

31st International Convention MIPRO 2008

predavanje

01.01.2008-01.01.2008

Opatija, Hrvatska

Povezanost rada

Računarstvo