MUMBAI, India, July 7 -- Intellectual Property India has published a patent application (202641079375 A) filed by Cmr Engineering College on June 27, 2026, for Machine Learning Based Phishing Detection System For Electronic Communication Platforms.

Inventors include Dr. M. Prashanthi; Mrs. Maddigatla Chandana; Mrs. K. Sushma; Mrs. G. Mrunalini; Mr. V Kirankumar; Mrs. S. Sumalatha; and Mr. V. Santhosh Kumar.

The application for the patent was published on July 03, 2026, under issue no. 27/2026.

Abstract: Abstract A phishing detection system is disclosed for use in a electronic communication platform such as email, messaging, or enterprise collaboration infrastructure. The system comprises a processor, memory, a communication interface, an input acquisition module, a preprocessing module, an analysis engine, and an output control module. The communication interface receives email messages, sender metadata, hyperlink data, attachment indicators, communication headers, and message body text. The preprocessing module validates and normalizes received input records before the analysis engine performs phishing detection using stored rules, profiles, policies, model parameters, or reference records. The output control module compares a generated decision value with a stored threshold or policy condition and generates phishing alerts, quarantine commands, safe delivery indications, user warnings, and security reports. The system stores an audit record linking source identity, validation state, decision value, and selected output action. The arrangement provides a controlled technical data path from input capture to Fig. 1 Dated June 23, 2026 / Mungalpara Jigneshbhai Chhaganbhai IN/PA-2640 Agent for the Applicant

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