Title :
A framework of audit events correlation analysis based on influence net
Author :
Jinsheng Cui ; Yuesong Yan ; Jing Ma
Author_Institution :
Dept. of Campaign, Naval Command Coll., Nanjing, China
Abstract :
For existing defects of the events correlation analysis framework on the analysis ability or the scope of applications, this paper proposed a framework of audit events correlation analysis based on the influence net. The framework analyses the key events in audit data using influence net model, and proposes the algorithm of mining periodicity weighted temporal association rules to mine the correlation of audit events, finally visualizes the events correlation and operation pattern of events with three dimensional graph and two dimensional directed graph.
Keywords :
auditing; correlation methods; data mining; directed graphs; audit data; audit event correlation analysis framework; influence net model; periodicity weighted temporal association rule mining; three dimensional graph; two dimensional directed graph; Algorithm design and analysis; Correlation; Data mining; Data visualization; Educational institutions; Security; Sensitivity analysis; Events correlation analysis; Influence Net; Visualization;
Conference_Titel :
Software Engineering and Service Science (ICSESS), 2014 5th IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4799-3278-8
DOI :
10.1109/ICSESS.2014.6933611