期刊名称：International Journal of Innovative Research in Science, Engineering and Technology
印刷版ISSN：2347-6710
电子版ISSN：2319-8753
出版年度：2013
卷号：2
期号：8
页码：4137
出版社：S&S Publications
摘要：This project an autonomic model-based cyber security management approach for the Internet of Things(IoT) ecosystems. The approach aims at realize a self-protecting system, which has the ability to together estimate,detect, and respond to cyber attacks at an early stage. Proposed model-based techniques including: 1) data analysis torecognize and categorize attacks; 2) real-time evaluation and baseline security controls to predict and eliminatepotential cyber attacks; and 3) a multi criteria optimization method to select the most advantageous active response fordeploying countermeasures while maintaining system functions. The model framework has been developed forconfiguring various platforms with a master controller virtual machine. Investigational results demonstrated theefficiency of this proposed approach in protecting a Web-based application against known and unknown attacks withlittle or no human interference. Here we reduce the recovery time from anonymous attacks by improving attackdetection accuracy and learning1 procedures to further improve the false alarm rates.
关键词：Autonomic computing; cyber security; self-protection; Web services.
