MUMBAI, India, July 13 -- Intellectual Property India has published a patent application (202641062535 A) filed by Nandha Engineering College on May 18, 2026, for Machine Learning Based Network Anomaly Detection Using Advanced Learning Techniques.

Inventors include M Mahara Jothi; P Sivaganesan; and Dr R Suguna.

The application for the patent was published on July 10, 2026, under issue no. 28/2026.

Abstract: ABSTRACT OF THE INVENTION The present invention relates to a machine learning-based network anomaly detection framework for identifying malicious activities, DNS tunneling attacks, zero-day intrusions, and abnormal network behavior in real-time network environments. The invention integrates supervised and tinsupervised machine learni...