Proceedings of the 2nd International Symposium on Computer, Communication, Control and Automation (ISCCCA 2013)

Detecting App-DDoS Attacks Based on Marking Access and d-SVDD

Authors
Jin-ling LI, Bin-qiang Wang
Corresponding Author
Jin-ling LI
Available Online February 2013.
DOI
https://doi.org/10.2991/isccca.2013.183How to use a DOI?
Keywords
App-DDoS attack, Marking access, d-SVDD, Anomaly detection
Abstract

In order to enhance the extensibility of current attack feature extracted and detection means for App-DDoS(Application Layer Distributed Denial of Service, App-DDoS)attacks, a novel feature extracted method based on marking access and a new detection algorithm named d-SVDD are proposed. After expressing kinds of App-DDoS attacks as characteristic vectors by access marked strategy and feature extracted strategy, d-SVDD algorithm is used for secondary classification and detection of pre-set area around decision boundary based on SVDD. It is proved by experiments that the proposed feature extracted and detection means can realize effective detection for kinds of App-DDoS attacks, both have satisfying time, space and extensibility performance.

Copyright
© 2013, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Download article (PDF)

Volume Title
Proceedings of the 2nd International Symposium on Computer, Communication, Control and Automation (ISCCCA 2013)
Series
Advances in Intelligent Systems Research
Publication Date
February 2013
ISBN
978-90-78677-63-5
ISSN
1951-6851
DOI
https://doi.org/10.2991/isccca.2013.183How to use a DOI?
Copyright
© 2013, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Jin-ling LI
AU  - Bin-qiang Wang
PY  - 2013/02
DA  - 2013/02
TI  - Detecting App-DDoS Attacks Based on Marking Access and d-SVDD
BT  - Proceedings of the 2nd International Symposium on Computer, Communication, Control and Automation (ISCCCA 2013)
PB  - Atlantis Press
SP  - 728
EP  - 732
SN  - 1951-6851
UR  - https://doi.org/10.2991/isccca.2013.183
DO  - https://doi.org/10.2991/isccca.2013.183
ID  - LI2013/02
ER  -