Title :
Security Operation Center Design Based on D-S Evidence Theory
Author :
Hu, Xuanzi ; Xie, Cunxi
Author_Institution :
Coll. of Mech. Eng., South China Univ. of Technol., Guangzhou
Abstract :
With the widespread application of large and complicated network, network safety has become an important issue. In this paper, a security operation center (SOC) concept based on multi-sensor data fusion technology is presented from the viewpoint of the network security. A structure of a SOC system based on D-S evidence theory is proposed, and the detailed method of data fusion in SOC is discussed. A prototype of SOC system is developed according to this structure of the SOC. Experimental results indicate that the SOC system based on D-S evidence theory can increase greatly the correctness of detection intrusion and decrease the rate of false positive
Keywords :
inference mechanisms; security of data; sensor fusion; D-S evidence theory; detection intrusion; multi-sensor data fusion technology; network safety; security operation center design; Data analysis; Data security; Databases; Information security; Intelligent sensors; Intrusion detection; Sensor fusion; Sensor phenomena and characterization; Sensor systems and applications; Wireless sensor networks; D-S evidence theory; Multi-sensor data fusion; Network security; Security operation center;
Conference_Titel :
Mechatronics and Automation, Proceedings of the 2006 IEEE International Conference on
Conference_Location :
Luoyang, Henan
Print_ISBN :
1-4244-0465-7
Electronic_ISBN :
1-4244-0466-5
DOI :
10.1109/ICMA.2006.257690
