Phishing Intelligence Using the Simple Set Comparison Tool

Phishing websites, phish, attempt to deceive users into exposing their passwords, user IDs, and other sensitive information by imitating legitimate websites, such as banks, product vendors, and service providers. Phishing investigators need fast automated tools to analyze the volume of phishing attacks seen today. In this paper, we present the Simple Set Comparison tool. The Simple Set Comparison tool is a fast automated tool that groups phish by imitated brand allowing phishing investigators to quickly identify and focus on phish targeting a particular brand. The Simple Set Comparison tool is evaluated against a traditional clustering algorithm over a month\u27s worth of phishing data, 19,825 confirmed phish. The results show clusters of comparable quality, but created more than 37 times faster than the traditional clustering algorithm. Keywords: phishing, phish kits, phishing investigation, data mining, parallel processin

Assessing the Gap: Measure the Impact of Phishing on an Organization

Phishing has become one of the most recognized words associated with cybercrime. As more organizations are being targeted by phishing campaigns, there are more options within the industry to deter such attacks. However, there is little research into how much damage these campaigns are causing organizations. This paper will show how financial organizations can be impacted by phishing and present a method for accurately quantifying resultant monetary losses. The methodology presented in this paper can be adapted to other organizations in order to quantify phishing losses across industries. Keywords: phishing, cybercrime, economic