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Spam filters often use the reputation of an IP address (or IP address range) to classify email senders. This approach worked well when most spam originated from senders with fixed IP addresses, but spam today is also sent from IP addresses for which blacklist maintainers have outdated or inaccurate information (or no information at all). Spam campaigns also involve many senders, reducing the amount of spam any particular IP address sends to a single domain; this method allows spammers to stay "under the radar". The dynamism of any particular IP address begs for blacklisting techniques that automatically adapt as the senders of spam change.
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Anirudh Ramachandran
Saveetha University
Nick Feamster
University of Illinois Chicago
Santosh Vempala
Georgia Institute of Technology
Georgia Institute of Technology
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Analyzing shared references across papers
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Ramachandran et al. (Sun,) studied this question.
synapsesocial.com/papers/6a0ec7f8b7cc3b883f22bbc3 — DOI: https://doi.org/10.1145/1315245.1315288