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NSDI
2008
14 years 1 months ago
Catching Instant Messaging Worms with Change-Point Detection Techniques
Instant messaging (IM) systems have gained a lot of popularity in recent years. The increasing number of IM users has lured malware authors to develop more worms and viruses that ...
Guanhua Yan, Zhen Xiao, Stephan Eidenbenz
NSDI
2008
14 years 1 months ago
NetComplex: A Complexity Metric for Networked System Designs
The systems and networking community treasures "simple" system designs, but our evaluation of system simplicity often relies more on intuition and qualitative discussion...
Byung-Gon Chun, Sylvia Ratnasamy, Eddie Kohler
NSDI
2008
14 years 1 months ago
Exploiting Machine Learning to Subvert Your Spam Filter
Using statistical machine learning for making security decisions introduces new vulnerabilities in large scale systems. This paper shows how an adversary can exploit statistical m...
Blaine Nelson, Marco Barreno, Fuching Jack Chi, An...
NSDI
2008
14 years 1 months ago
Characterizing Botnets from Email Spam Records
We develop new techniques to map botnet membership using traces of spam email. To group bots into botnets we look for multiple bots participating in the same spam email campaign. ...
Li Zhuang, John Dunagan, Daniel R. Simon, Helen J....
NSDI
2008
14 years 1 months ago
Centered Discretization with Application to Graphical Passwords
Discretization is used in click-based graphical passwords so that approximately correct entries can be accepted by the system. We show that the existing discretization scheme of B...
Sonia Chiasson, Jayakumar Srinivasan, Robert Biddl...