In this work we investigate the use of machine learning techniques to leverage the performance of Web Application Firewalls (WAFs), systems that are used to ...

This work investigates the use of machine learning techniques to leverage the performance of Web Application Firewalls, systems that are used to detect and ...

Web Attack Detuction using Machine Learning , where we use the Machine Learning Algorithm using detect the Web attacks in form of network traffic.

Jan 6, 2021 · In this blog, we will focus on Machine Learning techniques to detect web attack in network communication flows using continuous learning algorithm.

Alert Logic® Cloud Defender™ uses machine learning to achieve high accuracy in detecting multi-stage SQL-injection (SQLi) attacks on web applications.

This work uses deep learning models (ANN, CNN & RNN) to detect web attacks automatically. To identify the time when the attack on the payload occurred,

Feb 27, 2024 · The primary goal of this research is to propose an effective machine learning algorithm for the IDS web attacks model. The evaluation compares ...

Abstract—Web applications are permanently being exposed to attacks that exploit their vulnerabilities. In this work we investigate the use of machine ...

This paper proposes a framework based on an enhanced hybrid approach where Deep Learning model is nested with a Cookie Analysis Engine for web attacks ...

Aug 8, 2023 · This research proposes an innovative deep-learning methodology for detecting web-based attacks in Industry 5.0.