Aiping Lu and Jianping Li, A Method of Data Preprocessing for Network Security Situational Awareness Based on Conditional Random Fields, 3rd International Conference on Computer and Electrical Engineering (ICCEE 2010)
“Network Security Situational Awareness(NSSA) has been a hot research in the network security domain. Because of the large amount of Intrusion Detection System (IDS), We propose a new method of data preprocessing for NSSA based on conditional random fields(CRFs). It takes advantages of the CRFs models which can stitch to sequence data marking and add random attributes to deal with the amount of data from IDS, and provide the data for NSSA. It uses KDD Cup 1999 data sets as experimental data and comes to a conclusion that our proposed method is practicable, reliable and efficient.”
Researchers Aiping Lu and Jianping Li kindly cite my 1999 paper in their 2010 conference publication:
“In 1999, Tim Bass first proposed the concept of cyberspace situation awareness and established a functional framework for it, which constructed a theoretical foundation for subsequent research on NSSA.”
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