MUMBAI, India, Feb. 27 -- Intellectual Property India has published a patent application (202541105884 A) filed by Prithvi Siva Sankar Shunmuga Sundaram, Tuticorin, Tamil Nadu, on Nov. 1, 2025, for 'advanced portable ai-driven device for proactive cybersecurity threat prediction and autonomous response.'
Inventor(s) include Prithvi Siva Sankar Shunmuga Sundaram.
The application for the patent was published on Feb. 27, under issue no. 09/2026.
According to the abstract released by the Intellectual Property India: "Advanced Portable AI-Driven Device for Proactive Cybersecurity Threat Prediction and Autonomous Response. This invention describes a portable edge appliance for a proactive cybersecurity in mobile and intermittently connected environments. The appliance acquires and harmonizes multi-modal telemetry-network packet-flow metadata, radiofrequency/electromagnetic signatures, physical context (motion, geolocation, environmental), and privacy-preserving user-behavior analytics-without decrypting payloads. A hybrid prediction engine couples a graph neural network, operating over a live topology/proximity graph, with a temporal convolutional network, operating over synchronized time-series windows, to produce a calibrated threat-imminence score with uncertainty bounds. Responsive to policy thresholds, an orchestration engine enacts autonomous containment via SDN micro-segmentation, protocol-faithful deception honeypots, and remote secure-boot attestation with rollback, while preserving mission-critical quality-of-service. Bandwidth-adaptive, encrypted incident capsules are transmitted over HF, satellite, or mesh links using FIPS-140-2-validated cryptography, and all ingest, inference, and actions are recorded in tamper-evident logs suitable for forensic audit. FPGA-accelerated inference sustains real-time operation within a sub-30-watt power envelope."
Disclaimer: Curated by HT Syndication.
