Artificial intelligence to join phishing fight in 2009
Machines learn to spot dodgy emails without human help
Artificial intelligence could soon be used in the battle against phishing fraud emails.
From next year, security researchers hope to begin rolling out a system that uses machine learning to spot fraudulent emails, much in the same way as a human being would.
US security company Symantec, German research organisation Fraunhofer-Gesellschaft, ISP Tiscali and their partners have pooled their expertise on machine learning, image recognition, text extraction and security to build the EC-funded system, in development since 2006.
A prototype is being fed samples from the vast store of phishing emails that Symantec collects, to learn the fraudulent emails' telltale characteristics.
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Director of Symantec Research Labs Europe Marc Dacier said: "The idea is to have a machine that is able to figure out what is a phishing message by offering it a bunch of samples.
"We have developed various new technologies. It learns from factors such as the frequency of certain words, the language used, the use of pictures or the presence of certain URLs.
"Then you do not need to have rules anymore, to have to say 'if it contains this string then it is a phishing message', you have a system that is completely automated.
"We are in the process of validating a prototype that we have built, we want to validate that this technique is possible."
The software could help security researchers in identifying the latest phishing scams from "honeypot" accounts, online PCs spread across the globe that gather fraudulent and spam messages.