P. Sobolev

Web Application Attack Detection Methodology Based on a Combination of Gradient Boosting, Transformers, and Neural Networks

The growing number of attacks on web applications and the increasing volume of HTTP traffic strengthen the requirements for automatic malware detection systems. The aim of the research is to develop a technique for detecting attacks on web applications based on a cascade approach, which allows combining a quick initial...