MUMBAI, India, July 13 -- Intellectual Property India has published a patent application (202641083331 A) filed by Srinivas University Institute Of Engineering And Technology on July 07, 2026, for Shieldnet – Ai-Based Cyber Threat Monitoring System.
Inventors include Mr Mahesh Kumar Vb; Kishan N; Kushal C; Lalith Kiran S; Amit Umesh Naik; Ratik Naik; Sanjay; and Aditya G Gunagi.
The application for the patent was published on July 10, 2026, under issue no. 28/2026.
Abstract: ShieldNet – AI-Based Cyber Threat Monitoring System The invention “ShieldNet: AI-Based Cyber Threat Monitoring System” presents an intelligent solution for detecting and classifying cyber threats in network traffic using artificial intelligence and deep learning techniques. The system utilizes the CIC-IDS2017 dataset and supports multi-class classification including benign and multiple attack categories. It incorporates preprocessing, feature selection, class balancing using SMOTE, and a deep neural network with attention mechanism to improve detection accuracy. The system is deployed through a Flask-based web application that provides a user-friendly dashboard for threat detection and model verification. It also supports real-world traffic testing using Wireshark and TShark-generated data. The invention bridges the gap between theoretical model development and practical deployment, providing a reliable, scalable, and interactive cyber threat monitoring solution.
Disclaimer: Curated by HT Syndication.
