@inproceedings{1174a96a56154e829959a2e84e73e5b2,
title = "Enforcing trust-based intrusion detection in cloud computing using algebraic methods",
abstract = "A trust-based intrusion detection scheme for hybrid cloud computing is proposed. We consider a trust metric based on honesty, cooperation and efficiency for detecting malicious machines. We use Perron-Frobenius theorem to detect intrusion based on trust and observations. By statistically analyzing pair trust distributed results, the portal of the application applies trust-based intrusion detection to assess the trustworthiness and maliciousness. An analytical model and simulation for performance are developed. We analyze the sensitivity of false alarms with respect to the minimum trust threshold below which a node is considered malicious. Results confirm that our proposal is flexible enough to detect malicious behaviours considering various parameters. This work can guide future execution in the cloud resource.",
keywords = "PerronFrobenius, cloud computing, false alarms, hybrid execution, intrusion detection, security scores, trust management",
author = "Amira Bradai and Hossam Afifi",
year = "2012",
month = dec,
day = "1",
doi = "10.1109/CyberC.2012.38",
language = "English",
isbn = "9780769548104",
series = "Proceedings of the 2012 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, CyberC 2012",
pages = "185--190",
booktitle = "Proceedings of the 2012 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, CyberC 2012",
note = "4th International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, CyberC 2012 ; Conference date: 10-10-2012 Through 12-10-2012",
}