Intrusion as (anti)social communication: characterization and detection

@inproceedings{Ding2012IntrusionA,
  title={Intrusion as (anti)social communication: characterization and detection},
  author={Qi Ding and Natallia Katenka and Paul Barford and Eric D. Kolaczyk and Mark Crovella},
  booktitle={KDD},
  year={2012}
}
A reasonable definition of intrusion is: entering a community to which one does not belong. This suggests that in a network, intrusion attempts may be detected by looking for communication that does not respect community boundaries. In this paper, we examine the utility of this concept for identifying malicious network sources. In particular, our goal is to explore whether this concept allows a core-network operator using flow data to augment signature-based systems located at network edges. We… CONTINUE READING
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