A Improved Network Risk Assessment Model Based on HMM
- Yong Yan Chen, Wei Dai
- Corresponding Author
- Yong Yan Chen
Available Online March 2013.
- https://doi.org/10.2991/iccsee.2013.122How to use a DOI?
- HMM model, relationship of nodes, bayesian algorithm
- In HMM risk assessment of network, relationship between the nodes is the key part to compute the state transition matrix. The change of IDS alarm level has property of randomness. To calculate the value of the IDS alarm as the input of HMM is based on the Bayesian algorithm model. Using HMM model, probability of attack successful is computed when length of attack sequence is varied. The experimental evidences show new method is veracity and validity.
- Open Access
- This is an open access article distributed under the CC BY-NC license.
Cite this article
TY - CONF AU - Yong Yan Chen AU - Wei Dai PY - 2013/03 DA - 2013/03 TI - A Improved Network Risk Assessment Model Based on HMM BT - Proceedings of the 2nd International Conference on Computer Science and Electronics Engineering PB - Atlantis Press SN - 1951-6851 UR - https://doi.org/10.2991/iccsee.2013.122 DO - https://doi.org/10.2991/iccsee.2013.122 ID - Chen2013/03 ER -