Detail publikace

String Kernel Based SVM for Internet Security Implementation

MICHLOVSKÝ, Z.

Originální název

String Kernel Based SVM for Internet Security Implementation

Typ

článek ve sborníku mimo WoS a Scopus

Jazyk

angličtina

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.

Klíčová slova

SVM, string kernel functions, internet security

Autoři

MICHLOVSKÝ, Z.

Rok RIV

2009

Vydáno

15. 12. 2009

Nakladatel

Springer Verlag

Místo

Berlin / Heidelberg

ISBN

978-3-642-10682-8

Kniha

Neural Information Processing

Edice

Lecture Notes in Computer Science

Strany od

530

Strany do

539

Strany počet

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"
}