MUMBAI, India, Oct. 5 -- Intellectual Property India has published a patent application (202641115428 A) filed by Vellore Institute Of Technology on September 26, 2026, for System For Hypernetwork-Modulated, Counterfactual Verified Temporal Intent Estimation With Closed-Loop Adaptive Behavioral Anomaly Detection.
Inventors include M. Deepa; Suresh Krishna K; Harish Y; and Mohan. N.
The application for the patent was published on October 02, 2026, under issue no. 40/2026.
Abstract: ABSTRACT SYSTEM FOR HYPERNETWORK-MODULATED, COUNTERFACTUAL-VERIFIED TEMPORAL INTENT ESTIMATION WITH CLOSED-LOOP ADAPTIVE BEHAVIORAL ANOMALY DETECTION A behavioral suspicion detection system (100) comprising a sensor array (102), a sequential model (108), and a temporal intent probability estimator (110). A counterfactual verifier (112) generates a counterfactual trajectory by substituting a principal contributing sub-segment with a personalized baseline and produces a verified intent probability (524). A hypernetwork gate modulator (114) generates per-timestep deltas to gate weight matrices. A contradiction graph module (116) aggregates a temporal contradiction graph (708) into a contradiction index (726). A conformal threshold module (118) computes an adaptive threshold (816) providing a distribution-free false-alarm bound.
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