Network Security White Papers
Spamming Botnets: Signatures and Characteristics
Overview This paper focuses on characterizing spamming botnets by leveraging both spam payload and spam server traffic properties. Towards this goal, it developed a spam signature generation framework called AutoRE to detect botnet-based spam emails and botnet membership. AutoRE does not require pre-classified training data or white lists. Moreover, it outputs high quality regular expression signatures that can detect botnet spam with a low false positive rate. Using a three-month sample of emails from Hotmail, AutoRE successfully identified 7,721 botnet-based spam campaigns together with 340,050 unique botnet host IP addresses.
| Publisher | Association for Computing Machinery | File Format | |
|---|---|---|---|
| Date Published | August 2008 | ||
| Format | White Papers | ||
| Topics | |||
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