Title
Automatic Security Analysis Using Security Metrics
Abstract
Security metrics are valuable for measuring and comparing the amount of security provided by different systems and configurations. However, meaningful security metrics for networked systems are significantly difficult to define, evaluate, interpret, and visualize. We design a system that provides security metrics collection, security metrics management, and security metrics visualization for scalable and automatic security analysis. We first identify a set of new security metrics. Then, we show how to collect simple security metrics from the computers in a sample network. Next, we use Analytic Hierarchy Process (AHP) mechanism to compose two sophisticated security metrics, Criticality and Security Score, which are critical to measure the security risk. We also develop visualization tools to help administrators better understand and evaluate the system security using security metrics.
Year
DOI
Venue
2011
10.1109/MILCOM.2011.6127465
2011 - MILCOM 2011 MILITARY COMMUNICATIONS CONFERENCE
Keywords
Field
DocType
computer network security,security analysis,databases,vectors,measurement,visualization,security,data visualisation,system security,availability,analytic hierarchy process
Data visualization,Computer security,Computer science,Software security assurance,Network security,Security service,Security analysis,Security information and event management,Information security audit,Computer security model
Conference
Citations 
PageRank 
References 
6
0.47
3
Authors
6
Name
Order
Citations
PageRank
Kun Sun114212.80
Sushil Jajodia293751839.16
Jason H. Li315315.18
yi cheng460.47
wei tang560.47
Anoop Singhal6576168.78