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INFOCOM
2011
IEEE
12 years 11 months ago
SocialFilter: Introducing social trust to collaborative spam mitigation
—We propose SocialFilter, a trust-aware collaborative spam mitigation system. Our proposal enables nodes with no email classification functionality to query the network on wheth...
Michael Sirivianos, Kyungbaek Kim, Xiaowei Yang
CIKM
2007
Springer
14 years 1 months ago
Spam filtering for short messages
We consider the problem of content-based spam filtering for short text messages that arise in three contexts: mobile (SMS) communication, blog comments, and email summary informa...
Gordon V. Cormack, José María G&oacu...
SIGMETRICS
2009
ACM
122views Hardware» more  SIGMETRICS 2009»
14 years 2 months ago
Botnet spam campaigns can be long lasting: evidence, implications, and analysis
Accurately identifying spam campaigns launched by a large number of bots in a botnet allows for accurate spam campaign signature generation and hence is critical to defeating spam...
Abhinav Pathak, Feng Qian, Y. Charlie Hu, Zhuoqing...
AIRS
2008
Springer
14 years 1 months ago
Active Learning for Online Spam Filtering
Spam filtering is defined as a task trying to label emails with spam or ham in an online situation. The online feature requires the spam filter has a strong timely generalization a...
Wuying Liu, Ting Wang
NSDI
2008
13 years 10 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...