WebGuardRL: An Innovative Reinforcement Learning-based Approach for Advanced Web Attack Detection

Author:

Do Hoang Hien1ORCID,Nguyen Thi Hai Ha1ORCID,Do Thi Thu Hien2ORCID,Phan The Duy3ORCID,Pham Van-Hau4ORCID

Affiliation:

1. University of Information Technology, Vietnam National University Ho Chi Minh City, Viet Nam

2. University of Information Technology, Vietnam National University, Ho Chi Minh city, Viet Nam

3. University of Information Technology, Vietnam National University, Ho Chi Minh City, Vietnam, Viet Nam

4. Viet Nam\tUniversity of Information Technology, Vietnam National University, Ho Chi Minh city, Viet Nam

Publisher

ACM

Reference22 articles.

1. Tekerek A., Gemci C., and Bay Ö. F.2016. Design and implementation of a web-based intrusion prevention system: a new hybrid model . Journal of The Faculty of Engineering and Architecture of Gazi University ( 2016 ). Tekerek A., Gemci C., and Bay Ö. F.2016. Design and implementation of a web-based intrusion prevention system: a new hybrid model. Journal of The Faculty of Engineering and Architecture of Gazi University (2016).

2. Chuck Brooks . 2023. Cybersecurity Trends & Statistics ; More Sophisticated And Persistent Threats So Far In 2023 . Chuck Brooks. 2023. Cybersecurity Trends & Statistics; More Sophisticated And Persistent Threats So Far In 2023.

3. Francesco Caturano , Gaetano Perrone , and Simon Pietro Romano . 2021. Discovering reflected Cross-Site Scripting vulnerabilities using a Multiobjective Reinforcement Learning environment. Computers & Security 103 (01 2021 ), 102204. Francesco Caturano, Gaetano Perrone, and Simon Pietro Romano. 2021. Discovering reflected Cross-Site Scripting vulnerabilities using a Multiobjective Reinforcement Learning environment. Computers & Security 103 (01 2021), 102204.

4. ECML/PKDD 2007 Discovery Challenge. 2007. Attack Challenge - Dataset. https://www.lirmm.fr/pkdd2007-challenge/index.html##dataset. ECML/PKDD 2007 Discovery Challenge. 2007. Attack Challenge - Dataset. https://www.lirmm.fr/pkdd2007-challenge/index.html##dataset.

5. Pradip Dhal and Chandrashekhar Azad . 2021. A comprehensive survey on feature selection in the various fields of machine learning. Applied Intelligence ( 2021 ). Pradip Dhal and Chandrashekhar Azad. 2021. A comprehensive survey on feature selection in the various fields of machine learning. Applied Intelligence (2021).

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