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SIERRA: Ranking Anomalous Activities in Enterprise Networks. (arXiv:2203.16802v1 [cs.CR])
April 1, 2022, 1:20 a.m. | Jehyun Lee, Farren Tang, Phyo May Thet, Desmond Yeoh, Mitch Rybczynski, Dinil Mon Divakaran
cs.CR updates on arXiv.org arxiv.org
An enterprise today deploys multiple security middleboxes such as firewalls,
IDS, IPS, etc. in its network to collect different kinds of events related to
threats and attacks. These events are streamed into a SIEM (Security
Information and Event Management) system for analysts to investigate and
respond quickly with appropriate actions. However, the number of events
collected for a single enterprise can easily run into hundreds of thousands per
day, much more than what analysts can investigate under a given budget …
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