MUMBAI, India, Sept. 28 -- Intellectual Property India has published a patent application (202641112342 A) filed by Sr University on September 18, 2026, for A Secure, Explainable Lstm Intrusion Detection System For Early Healthcare Breach Prevention.
Inventors include Kamigari Mounika; and Dr Sudha Rani V.
The application for the patent was published on September 25, 2026, under issue no. 39/2026.
Abstract: ABSTRACT Disclosed herein is a secure, explainable LSTM intrusion detection system (100) for early healthcare breach prevention that comprises a Healthcare Data Source Unit (102), a Network Monitoring Unit (104), and a Processing Unit (106). The Processing Unit (106) includes a Data Acquisition Module (108), a Pre- processing Module (110), a Feature Extraction Module (112), an LSTM Detection Module (114), an Anomaly Detection Module (116), and a Threat Classification Module (118). An Explainable AI Module (120) generates interpretable explanations for detected threats. A Privacy Preservation Module (122), Fairness Assessment Module (124), and Adversarial Training Module (126) support privacy, fairness, and robustness. A Breach Prevention Module (128) determines preventive actions for implementation by a Security Enforcement Unit (140). A Performance Evaluation Module (130) evaluates model performance, and a Model Update Module (132) updates the detection model. Memory (134), Storage (136), Communication (138), Administrator Interface (142), Backup and Recovery (144) Units support system operation.
Disclaimer: Curated by HT Syndication.
