MUMBAI, India, Oct. 5 -- Intellectual Property India has published a patent application (202641113931 A) filed by Srm Institute Of Science And Technology, Ramapuram Campus; and Easwari Engineering College on September 23, 2026, for System And Method For Misinformation Detection Via Bipartite Cyber-Semantic Data Fusion.
Inventors include Adithya R; Yaswanth K; Akhilesha G; A L Moulika; Dr. K. Ramya; and Dr. V. Gowri.
The application for the patent was published on October 02, 2026, under issue no. 40/2026.
Abstract: Abstract: The present invention provides a computer-implemented method and system for detecting misinformation in digital data streams utilizing a Bipartite Cyber- Semantic Fusion (BCSF) algorithm. The system minimizes computational latency associated with multi-modal content verification by mapping extracted digital content into a high-dimensional Semantic Vector while simultaneously generating a Cybersecurity Topological Vector based on network infrastructure and source behavioral metrics. The BCSF algorithm projects both vectors into a shared latent space to compute a Cross-Attention Trust Matrix, mathematically identifying discrepancies between semantic claims and topological source integrity. By functionally integrating content analysis with network-layer cybersecurity metrics, the system dynamically generates a computational trust score, thereby optimizing data routing and reducing the processing bandwidth required to identify coordinated misinformation and bot-driven cyber threats.
Disclaimer: Curated by HT Syndication.
