MUMBAI, India, Oct. 5 -- Intellectual Property India has published a patent application (202641114759 A) filed by Christ University on September 25, 2026, for A Privacy-Preserving Edge-Based System And Method For Detecting And Attributing Work Deviance Anomalies.
Inventors include Mr. Jerush John Joseph; and Dr. Karthigai Prakasam C..
The application for the patent was published on October 02, 2026, under issue no. 40/2026.
Abstract: The invention relates to edge analytics for banking service operations, and discloses a privacy-preserving system and method that detect and attribute work deviance anomalies without storing or transmitting raw image frames beyond an edge processing unit (104). Overhead image capture devices (102) and short-range wireless receivers (103) generate a pseudonymous movement record stream (110), which is temporally reconciled with case records from a transaction processing system (108) through a log ingestion interface (112) and a temporal reconciliation module (114). A correlation engine (116) creates per-case timelines in store (118), a baseline estimator (122) maintains context-indexed norms, and a deviance classification module (120) classifies deviations by intent and impact. A root-cause discrimination module (124) sequentially attributes anomalies to equipment, process design, capability, or volitional origin, while an audit store (130) and physically separate pseudonym resolution store (132) preserve accountable, role-based identity access. The invention improves privacy, attribution accuracy, and supervisory usefulness in banking facilities.
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