Phishing and Web spoofing attacks not only cause damage for end users but also bring about detriments for service providers, as phishing aims at misusing the good reputation of established brands and the users’ trust in the company. Thus, additional financial and administrative efforts are made to detect phishing attacks and to warn customers as soon as possible.