Paper Key : IRJ************141
Author: Dr. J. R. Panchal,Anupama Rajeevan,Yogeshwari Bagul,Rutuja Bhosale,Susovan Bhowmik
Date Published: 10 Nov 2024
Abstract
Enhancing threat detection with SIEM tool using GNN aims to enhance the threat detection system by using GNN (Graph neural network) with integration of SIEM tool. By using real-time data of security events through GNN which represents complex relationships and patterns between the data in the form of nodes and edges. The project involves integrating GNN models into existing SIEM frameworks to enhance the threat detection, optimizing them for scalability, accuracy and effectiveness. The system provides a real time alerts when suspicious activity is detected. This project highlights the effectiveness of combining GNN with SIEM tool to boost cybersecurity defenses.