Robustness of the Markov-chain model for cyber-attack detection

  title={Robustness of the Markov-chain model for cyber-attack detection},
  author={N. Ye and Yebin Zhang and C. Borror},
  journal={IEEE Transactions on Reliability},
  • N. Ye, Yebin Zhang, C. Borror
  • Published 2004
  • Computer Science
  • IEEE Transactions on Reliability
  • Cyber-attack detection is used to identify cyber-attacks while they are acting on a computer and network system to compromise the security (e.g., availability, integrity, and confidentiality) of the system. This paper presents a cyber-attack detection technique through anomaly-detection, and discusses the robustness of the modeling technique employed. In this technique, a Markov-chain model represents a profile of computer-event transitions in a normal/usual operating condition of a computer… CONTINUE READING
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