MUMBAI, India, Jan. 9 -- Intellectual Property India has published a patent application (202511113897 A) filed by Ajay Kumar Garg Engineering College, Ghaziabad, Uttar Pradesh, on Nov. 19, 2025, for 'email phishing identification and classification apparatus.'
Inventor(s) include Vandit Jain; Siddharth Panchal; Rishabh Kumar; Purnima Ahalawat; Dr. Santosh Upadhyay; and Dr. Inderjeet Kaur.
The application for the patent was published on Jan. 9, under issue no. 02/2026.
According to the abstract released by the Intellectual Property India: "An apparatus (100) for detection and classification of email phishing messages has been provided. Moreover a processing platform (102) supports a message intake interface (104) that receives email records (106). Furthermore a preprocessing structure (108) executed on said processing platform (102) generates normalised text representations and metadata representations from said email records (106). Further a feature extraction structure (114) derives feature vectors from said normalised text representations and said metadata representations. Moreover a classification ensemble structure (118) applies a plurality of classifiers (120) to said feature vectors to assign phishing labels (122) to said email records (106). Furthermore said apparatus (100) enables improved detection accuracy through integration of multiple analytical methods and enables consistent assessment of deceptive content across varied email sources."
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