MUMBAI, India, Sept. 14 -- Intellectual Property India has published a patent application (202611101716 A) filed by Panipat Institute Of Engineering And Technology Piet on August 22, 2026, for Ai-Based System For Phishing Website Identification Using Visual Layout Correlation And Domain Behavior Analysis.
Inventors include Shruti Jindal; Ritika Sharma; and Dr. Vaishali Mehta.
The application for the patent was published on September 11, 2026, under issue no. 37/2026.
Abstract: [041] The present invention discloses an AI-based system and method for phishing website identification using integrated visual layout correlation and domain behavior analysis. The invention acquires webpage rendering information, structural webpage characteristics, interactive interface elements, and domain intelligence to generate comprehensive threat representations. A visual layout correlation engine compares webpage appearance with trusted website templates, while a domain behavior analysis engine evaluates registration history, DNS activity, hosting characteristics, certificate information, and infrastructure behavior. A feature fusion engine combines visual and behavioral evidence to produce unified threat vectors processed by artificial intelligence models for phishing classification. An adaptive reasoning module evaluates inconsistencies between webpage appearance and domain infrastructure to improve detection accuracy while minimizing false positives. Upon identifying phishing activity, an automated response engine performs browser warnings, credential protection, domain isolation, policy enforcement, forensic logging, and enterprise security notifications. Continuous learning mechanisms incorporate validated phishing incidents into threat intelligence repositories to improve future detection performance. The disclosed invention provides scalable, explainable, and real-time phishing website identification suitable for browsers, cloud platforms, enterprise networks, and endpoint cybersecurity environments. Accompanied Drawing [FIGS. 1-2]
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