Solving Cyber Alert Allocation Markov Games with Deep Reinforcement Learning

Author:

Dunstatter NoahORCID,Tahsini AlirezaORCID,Guirguis MinaORCID,Tešić JelenaORCID

Publisher

Springer International Publishing

Reference26 articles.

1. Altner, D., Servi, L.: A two-stage stochastic shift scheduling model for cybersecurity workforce optimization with on call options (2016)

2. Brown, G.W.: Iterative solution of games by fictitious play. In: Koopmans, T.C. (ed.) Activity Analysis of Production and Allocation. Wiley, New York (1951)

3. Brown, M., Sinha, A., Schlenker, A., Tambe, M.: One size does not fit all: a game-theoretic approach for dynamically and effectively screening for threats. In: AAAI Conference on Artificial Intelligence (2016)

4. Dunstatter, N., Guirguis, M., Tahsini, A.: Allocating security analysts to cyber alerts using markov games. In: 2018 National Cyber Summit (NCS) (2018)

5. Ganesan, R., Jajodia, S., Cam, H.: Optimal scheduling of cybersecurity analysts for minimizing risk. ACM Trans. Intell. Syst. Technol. 8, 52 (2015)

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Learning Games for Defending Advanced Persistent Threats in Cyber Systems;IEEE Transactions on Systems, Man, and Cybernetics: Systems;2023-04

2. PCAM: A Data-driven Probabilistic Cyber-alert Management Framework;ACM Transactions on Internet Technology;2022-01-22

3. An adaptive defense mechanism to prevent advanced persistent threats;Connection Science;2020-10-16

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