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| Titel: |
Pattern Analysis and Signature Extraction for Intrusion Attacks on Web Services |
| Auteur: |
Urjita Thakar Nirmal Dagdee Sudarshan Varma |
| Verschenen in: |
International journal of network security & its applications |
| Paginering: | Jaargang 2 (2010) nr. 3 pagina's 190-205 |
| Jaar: |
2010 |
| Inhoud: |
The increasing popularity of web service technology is attracting hackers and attackers to hack the webservices and the servers on which they run. Organizations are therefore facing the challenge ofimplementing adequate security for Web Services. A major threat is that of intruders which maymaliciously try to access the data or services. The automated methods of signature extraction extract thebinary pattern blindly resulting in more false positives. In this paper a semi automated approach isproposed to analyze the attacks and generate signatures for web services. For data collection, apart fromthe conventional SOAP data loggers, honeypots are also used that collect small data which is of high value.To filter out the most suspicious part of the data, SVM based classifier is employed to aid the systemadministrator. By applying an attack signature algorithm on the filtered data, a more balanced attacksignature is extracted that results in fewer false positives and negatives. It helps the Security Administratorto identify the web services that are vulnerable or are attacked more frequently. |
| Uitgever: |
Academy & Industry Research Collaboration Center (AIRCC) (provided by DOAJ) |
| Bronbestand: |
Elektronische Wetenschappelijke Tijdschriften |
Details van artikel 12 van 13 gevonden artikelen
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