US computer scientists today published research that reveals "striking
differences" between the infrastructure used to distribute spam and the
infrastructure used to host the online scams advertised in these unwanted email
messages.
The boffins from
University of
California, San Diego (UCSD) Jacobs School of Engineering reported that,
while hundreds or thousands of compromised computers may be used to relay spam
to users, most scams are hosted by individual web servers.
The computer scientists studied a spam feed over the course of a week. They
analysed spam-advertised web servers hosting online scams that either offer
merchandise and services (including pharmaceuticals, luxury watches, mortgages)
or use malicious means to defraud users (including phishing, spyware, rootkits).
The researchers followed the URLs embedded in spam back to the hosting servers,
probed the servers and analysed the web pages advertised in the spam.
Based on the analysis of over one million spam emails, 94 per cent of the
scams advertised via embedded links are hosted on individual web servers,
according to new peer-reviewed research to be presented at the USENIX Security
2007 conference in Boston on August 09, 2007.
“A given spam campaign may use thousands of mail relay agents to deliver its
millions of messages, but only use a single server to handle requests from
recipients who respond. A single takedown of a scam server or a spammer redirect
can curtail the earning potential of an entire spam campaign,” wrote the UCSD
computer scientists.
“The availability of scam infrastructure is critical to spam profitability.
Our findings suggest that the current scam infrastructure is particularly
vulnerable to common blocking techniques such as blacklisting,” said Geoff
Voelker, a computer science and engineering professor at the UCSD Jacobs School
involved in the study.
The computer scientists recorded the server locations and captured
screenshots of the spam URL destination web pages. From these screen shots, they
grouped the scams using a technique called “image shingling”.
This approach matches visually similar web pages based upon images rendered
in a web browser rather than on HTML source, URL text, or spam email contents.
Image shingling enables spamscatter to foil common scammer techniques for
avoiding detection in which, for example, the scammers compose their websites
entirely with images.
Using this approach, the computer scientists identified scams across servers
and domains and reported on distributed and shared infrastructure, lifetime,
stability, and location.
By clustering the web pages that were visually equivalent and integrating
this information into the other data collected from the spam feed, the computer
scientists determined that about 94 per cent of the scams advertised in spam
emails with embedded URLs were hosted only a single web server.
Of the six per cent of scam servers that were distributed across multiple
servers, a few used more than 10 IP addresses, and one scam used 45 servers.
“Scams might use multiple hosts for fault-tolerance, for resilience in
anticipation of administrative takedown or blacklisting, for geographic
distribution, or even for load balancing,” the authors wrote, noting that most
scammers are not currently taking this precaution.
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