Detail publikace

String Kernel Based SVM for Internet Security Implementation

Originální název

String Kernel Based SVM for Internet Security Implementation

Anglický název

String Kernel Based SVM for Internet Security Implementation

Jazyk

en

Originální abstrakt

In this work, we develop SVM based string kernel method according to different mathematical similarity expressions of two strings/substrings. For network security, we derive string kernel SVM for automatical attack (i.e. spam emails) signature analysis, conducting spam filtering without early determined spam signature. Moreover, we have used string kernel SVM to authenticate legitimate network applications.

Anglický abstrakt

In this work, we develop SVM based string kernel method according to different mathematical similarity expressions of two strings/substrings. For network security, we derive string kernel SVM for automatical attack (i.e. spam emails) signature analysis, conducting spam filtering without early determined spam signature. Moreover, we have used string kernel SVM to authenticate legitimate network applications.

BibTex


@inproceedings{BUT34295,
  author="Zbyněk {Michlovský}",
  title="String Kernel Based SVM for Internet Security Implementation",
  annote="In this work, we develop SVM based string kernel method according to different
mathematical similarity expressions of two strings/substrings. For network
security, we derive string kernel SVM for automatical attack (i.e. spam emails)
signature analysis, conducting spam filtering without early determined spam
signature. Moreover, we have used string kernel SVM to authenticate legitimate
network applications.",
  address="Springer Verlag",
  booktitle="Neural Information Processing",
  chapter="34295",
  edition="Lecture Notes in Computer Science",
  howpublished="print",
  institution="Springer Verlag",
  year="2009",
  month="december",
  pages="530--539",
  publisher="Springer Verlag",
  type="conference paper"
}