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Deep VULMAN: A Deep Reinforcement Learning-Enabled Cyber Vulnerability Management Framework. (arXiv:2208.02369v1 [cs.AI])
cs.CR updates on arXiv.org arxiv.org
Cyber vulnerability management is a critical function of a cybersecurity
operations center (CSOC) that helps protect organizations against cyber-attacks
on their computer and network systems. Adversaries hold an asymmetric advantage
over the CSOC, as the number of deficiencies in these systems is increasing at
a significantly higher rate compared to the expansion rate of the security
teams to mitigate them in a resource-constrained environment. The current
approaches are deterministic and one-time decision-making methods, which do not
consider future uncertainties when …
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