Cybersecurity threats have surged in the past decades. Experts agree that conventional security measures will soon not be enough to stop the propagation of more sophisticated and harmful cyberattacks. Recently, there has been a growing interest in mastering the complexity of cybersecurity by adopting methods borrowed from Artificial Intelligence (AI) in order to support automation. In this paper, we provide a brief survey and some hints about Bayesian Network applications to intelligent cybersecurity in order to enable quantitative threat assessment for superior risk analysis and situation awareness.
A review of intelligent cybersecurity with bayesian networks / Pappaterra M.J.; Flammini F.. - ELETTRONICO. - 2019-:(2019), pp. 445-452. (Intervento presentato al convegno 2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019 tenutosi a ita nel 2019) [10.1109/SMC.2019.8913864].
A review of intelligent cybersecurity with bayesian networks
Flammini F.
2019
Abstract
Cybersecurity threats have surged in the past decades. Experts agree that conventional security measures will soon not be enough to stop the propagation of more sophisticated and harmful cyberattacks. Recently, there has been a growing interest in mastering the complexity of cybersecurity by adopting methods borrowed from Artificial Intelligence (AI) in order to support automation. In this paper, we provide a brief survey and some hints about Bayesian Network applications to intelligent cybersecurity in order to enable quantitative threat assessment for superior risk analysis and situation awareness.
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