Publication detail

String Kernel Based SVM for Internet Security Implementation

MICHLOVSKÝ, Z.

Original Title

String Kernel Based SVM for Internet Security Implementation

Type

article in a collection out of WoS and Scopus

Language

English

Original Abstract

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.

Keywords

SVM, string kernel functions, internet security

Authors

MICHLOVSKÝ, Z.

RIV year

2009

Released

15. 12. 2009

Publisher

Springer Verlag

Location

Berlin / Heidelberg

ISBN

978-3-642-10682-8

Book

Neural Information Processing

Edition

Lecture Notes in Computer Science

Pages from

530

Pages to

539

Pages count

10

BibTex

@inproceedings{BUT34295,
  author="Zbyněk {Michlovský}",
  title="String Kernel Based SVM for Internet Security Implementation",
  booktitle="Neural Information Processing",
  year="2009",
  series="Lecture Notes in Computer Science",
  pages="530--539",
  publisher="Springer Verlag",
  address="Berlin / Heidelberg",
  isbn="978-3-642-10682-8"
}