Mazzariello, Claudio
(2008)
Multiple classifier systems for network security from data collection to attack detection.
[Tesi di dottorato]
(Unpublished)
| Item Type: |
Tesi di dottorato
|
| Lingua: |
English |
| Title: |
Multiple classifier systems for network security from data collection to attack detection |
| Creators: |
| Creators | Email |
|---|
| Mazzariello, Claudio | UNSPECIFIED |
|
| Date: |
2008 |
| Date Type: |
Publication |
| Number of Pages: |
145 |
| Institution: |
Università degli Studi di Napoli Federico II |
| Department: |
Informatica e sistemistica |
| Dottorato: |
Ingegneria informatica ed automatica |
| Ciclo di dottorato: |
20 |
| Coordinatore del Corso di dottorato: |
| nome | email |
|---|
| Cordella, Luigi Pietro | UNSPECIFIED |
|
| Tutor: |
| nome | email |
|---|
| Sansone, Carlo | UNSPECIFIED |
|
| Date: |
2008 |
| Number of Pages: |
145 |
| Uncontrolled Keywords: |
Network security |
| Settori scientifico-disciplinari del MIUR: |
Area 09 - Ingegneria industriale e dell'informazione > ING-INF/05 - Sistemi di elaborazione delle informazioni |
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| Date Deposited: |
31 Jul 2008 |
| Last Modified: |
30 Apr 2014 19:28 |
| URI: |
http://www.fedoa.unina.it/id/eprint/2066 |
| DOI: |
10.6092/UNINA/FEDOA/2066 |
Abstract
Since the Internet started developing, hosts and provided services have always been targeted with attacks trying to disrupt them. Trends show that, throughout the years, the number of hosts, as well as the degree of dependency
of the whole society on the services provided through the Internet, increased dramatically, whereas the skills and knowledge required to interfere with normal network operation, and eventually to abruptly interrupt it,
decreased accordingly. This considerations urge the requirement for effective tools, aimed at granting security to Internet users. The need for systems capable of detecting
attacks, and reacting in order to prevent them from occurring again, is nowadays undeniable.
In this thesis we propose methods based on multiple classifier systems for intrusion detection. We use such systems for automated data collection, also taking privacy issues into account. Some approaches to traffic classification are presented too, together with a proposal for the practical deployment of multiple classifiers in a real network environment.
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