A New Method of Transductive SVM-Based Network Intrusion Detection

摘要：

Based on the existing Transductive SVM and via introducing smooth function P(Δ,λ) to construct smooth cored unconstrained optimization prob-lem, this article will build the optimization model accessible to degenerate solu-tions to generate an improved transductive SVM, introduce simulated annealing to degenerate the optimization problem, and apply such a Support Vector Clas-sifier to generate a new method of network intrusion detection.

关键词： optimization unconstrained problem transductive SVM network intrusion detection simulated annealing

作者: Manfu Yan Zhifang Liu

作者单位: Department of Mathematics, Tangshan Teachers College, Tangshan Hebei, China Network Technology Center, Tangshan Teachers College, Tangshan Hebei, China

会议类型: 国际会议

会议名称: The 4th IFIP International on Computer and Computing Technologies in Agriculture and the 4th Symposium on Development of Rural Information(第四届国际计算机及计算机技术在农业中的应用研讨会暨第四届中国农业信息化发展论坛 CCTA 2010)

会议地点: 南昌

会议语种:英文

页码: 87-95

在线出版日期: 2010-10-22（万方平台首次上网日期，不代表论文的发表时间）