MUMBAI, India, Aug. 12 -- Intellectual Property India has published a patent application (202611079520 A) filed by Ajay Kumar Garg Engineering College on June 28, 2026, for Ai-Based Hate Speech Detection And Content Security Monitoring System And Working Method Thereof.
Inventors include Saharyar Khan; Saurav Kumar; Shah Faisal; and Ms. Aastha Sharma.
The application for the patent was published on August 07, 2026, under issue no. 32/2026.
Abstract: The present invention discloses an AI-based hate speech detection and content security monitoring system and working method thereof (100) configured for automated identification, contextual interpretation, semantic risk scoring, mitigation, and real-time governance of digital communication content. The system comprises a data acquisition interface module (102), a content ingestion gateway (104), a distributed preprocessing engine (106), a linguistic normalization module (108), a contextual tokenization processor (110), a feature extraction and vectorization engine (112), a semantic embedding generator (114), a transformer-based neural inference engine (116), an adversarial robustness analyzer (118), a behavioral pattern analytics module (120), a threat scoring engine (122), a policy orchestration engine (126), a content mitigation controller (128), and a secure evidence repository (130) interconnected through a secure message bus (140) under a central orchestration processor (142). The invention provides multilingual contextual detection, adversarial resilience, reduced false positives, lower inference latency, and scalable industrial deployment. Accompanied Drawings [Fig. 1-4]
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