Developing an intelligent intrusion detection and prevention system against web application malware

Alazab, Ammar, Hobbs, Michael, Abawajy, Jemal and Khraisat, Ansam 2013, Developing an intelligent intrusion detection and prevention system against web application malware, in Advances in security of information and communication networks. First International Conference , SecNet 2013 Cairo, Egypt, September Proceedings, Springer, Berlin, Germany, pp.177-184.

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Title Developing an intelligent intrusion detection and prevention system against web application malware
Author(s) Alazab, Ammar
Hobbs, Michael
Abawajy, Jemal
Khraisat, Ansam
Title of book Advances in security of information and communication networks. First International Conference , SecNet 2013 Cairo, Egypt, September Proceedings
Editor(s) Awad, Ali Ismail
Hassanien, Aboul Ella
Baba, Kensuke
Publication date 2013
Series Communications in Computer and Information Science; v.381
Chapter number 15
Total chapters 21
Start page 177
End page 184
Total pages 8
Publisher Springer
Place of Publication Berlin, Germany
Keyword(s) intrusion detection system
response action
malware
signature base detection
anomaly base detection
web application
Summary Malware authors are continuously developing crime toolkits. This has led to the situation of zero-day attacks, where malware harm computer systems despite the protection from existing Intrusion Detection Systems (IDSs). We propose an Intelligent Intrusion Detection and Prevention System (IIDPS) approach that combines the Signature based Intrusion Detection system (SIDS), Anomaly based Intrusion Detection System (AIDS) and Response Intrusion Detection System (RIDS). We used a risk assessment approach to determine an appropriate response action against each attack event. We also demonstrated the IIDPS make the detection and prevention of malware more effective.
ISBN 9783642405969
9783642405976
ISSN 1865-0929
Language eng
Field of Research 080303 Computer System Security
Socio Economic Objective 890299 Computer Software and Services not elsewhere classified
HERDC Research category B1 Book chapter
ERA Research output type B Book chapter
HERDC collection year 2013
Copyright notice ©2013, Springer
Persistent URL http://hdl.handle.net/10536/DRO/DU:30057229

Document type: Book Chapter
Collection: School of Information Technology
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