The comparison of Two kind of fusion algorithm based on the D-S evidence theory in IDS
Ying He · Computers & Security · 2008
The D-S evidence theory can support the probability inference, the diagnosis, the risk analysis as well as the policy-making support and so on . In the multi-sensor network, medical diagnosis and some other fields, it has obtained concrete application. This article compares two kind of fusion algorithm based on the D-S evidence theory in IDS, points out respective advantages and disadvantages according to the detection rate of 1999 DARPA IDS evaluation dataset, and puts forward the improvement proposal.