Intellectual Property India Publishes Patent Application for Image-Based Malware Detection Using Deep Learning For Cybersecurity Applications

MUMBAI, India, Aug. 12 -- Intellectual Property India has published a patent application (202641086520 A) filed by Nandha Engineering College on July 15, 2026, for Image-Based Malware Detection Using Deep Learning For Cybersecurity Applications.

Inventors include A Arputhamary; and K Subhashini.

The application for the patent was published on August 07, 2026, under issue no. 32/2026.

Abstract: This invention introduces an efficient, deep learning system that uses static binary visualization to identify and categorize multi-family malware. By transforming raw executable bytes into normalized 2D grayscale images, the framework conducts safe structural evaluations without executing the threat. It replaces traditional signature- based matchi...