MUMBAI, India, Aug. 12 -- Intellectual Property India has published a patent application (202611076730 A) filed by Noida Institute Of Engineering & Technology on June 21, 2026, for A Machine Learning Based Software Anomaly Detection Apparatus.
Inventors include Dr. Atul Pratap Singh; and Dr. Kumod Kumar.
The application for the patent was published on August 07, 2026, under issue no. 32/2026.
Abstract: The invention relates to a machine learning based software anomaly detection apparatus for monitoring software execution behavior using heterogeneous telemetry. The apparatus acquires logs, metrics, traces, exceptions, deployment events, and dependency signals, normalizes the received data, generates behavioral features, and evaluates the ...