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Título: | Exploring the application of process mining techniques to improve web application security |
Autor: | Bruno, Marcelo Ibañez, Pablo Techera, Tamara Calegari, Daniel Betarte, Gustavo |
Tipo: | Preprint |
Palabras clave: | Security, Web applications, Process mining, Web application firewall, ModSecurity, ProM |
Fecha de publicación: | 2021 |
Resumen: | Web applications are permanently being exposed to
attacks that exploit their vulnerabilities. To detect and prevent
misuse of the functionality provided by an application, it has
become necessary to develop techniques that help discern between
a valid user of the system and a malicious agent. In recent years,
a technology that has been widely deployed to provide automated
and non-invasive support for detecting web application attacks
is Web Application Firewalls. In this work, we put forward and
discuss the application of Process Mining techniques to detect
deviations from the expected behavior of web applications. The
objects of behavior analysis are logs generated by a widely
deployed WAF called ModSecurity. We discuss experiments we
have carried out applying our mining method on the well-known
e-commerce platform Magento and using the ProM tool for the
execution of the process mining techniques. |
Descripción: | CLEI 21, Conferencia Latinoamericana de Informática, San José, Costa Rica, 25 al 29 de octubre de 2021. |
Editorial: | Centro Latinoamericano de Estudios de Informática |
Citación: | Bruno, M., Ibañez, P., Techera, T., y otros. Exploring the application of process mining techniques to improve web application security [Preprint]. Publicado en : CLEI 21, Conferencia Latinoamericana de Informática, San José, Costa Rica, 25 al 29 de octubre de 2021. |
Licencia: | Licencia Creative Commons Atribución - No Comercial - Sin Derivadas (CC - By-NC-ND 4.0) |
Aparece en las colecciones: | Reportes Técnicos - Instituto de Computación |
Ficheros en este ítem:
Fichero | Descripción | Tamaño | Formato | ||
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BITCB21.pdf | Preprint | 1,4 MB | Adobe PDF | Visualizar/Abrir |
Este ítem está sujeto a una licencia Creative Commons Licencia Creative Commons