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Lateral Movement Detection Using User Behavioral Analysis. (arXiv:2208.13524v1 [cs.CR])
Aug. 30, 2022, 1:11 a.m. | Deepak Kushwaha, Dhruv Nandakumar, Akshay Kakkar, Sanvi Gupta, Kevin Choi, Christopher Redino, Abdul Rahman, Sabthagiri Saravanan Chandramohan, Edward
cs.LG updates on arXiv.org arxiv.org
Lateral Movement refers to methods by which threat actors gain initial access
to a network and then progressively move through said network collecting key
data about assets until they reach the ultimate target of their attack. Lateral
Movement intrusions have become more intricate with the increasing complexity
and interconnected nature of enterprise networks, and require equally
sophisticated detection mechanisms to proactively detect such threats in near
real-time at enterprise scale. In this paper, the authors propose a novel,
lightweight method …
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