An Intrusion Response System utilizing Deep Q-Networks and System Partitions. (arXiv:2202.08182v1 [cs.CR])

Intrusion Response is a relatively new field of research. Recent approaches
for the creation of Intrusion Response Systems (IRSs) use Reinforcement
Learning (RL) as a primary technique for the optimal or near-optimal selection
of the proper countermeasure to take in order to stop or mitigate an ongoing
attack. However, most of them do not consider the fact that systems can change
over time or, in other words, that systems exhibit a non-stationary behavior.
Furthermore, stateful approaches, such as those based …

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