MUMBAI, India, July 7 -- Intellectual Property India has published a patent application (202641076908 A) filed by Sr University on June 22, 2026, for A Dynamic Cybersecurity Solution For A Medical Imaging System.
Inventors include Moligi Sangeetha; Dr. Dadi Ramesh; and Professor. A. Vani Vathsala.
The application for the patent was published on July 03, 2026, under issue no. 27/2026.
Abstract: A DYNAMIC CYBERSECURITY SOLUTION FOR A MEDICAL IMAGING SYSTEM The present invention relates to a dynamic cybersecurity solution for medical imaging systems employing machine learning-based real-time threat detection and mitigation. The solution comprises a baseline medical artificial intelligence module, an adversarial detection engine, a real-time monitoring system, and a threat mitigation framework. The adversarial detection engine utilizes multiple detection techniques including Fast Gradient Sign Method (FGSM) detection, Projected Gradient Descent (PGD) detection, Universal Adversarial Perturbation (UAP) detection, Isolation Forest-based anomaly detection, and Local Outlier Factor analysis to identify cyber threats targeting medical imaging workflows. The monitoring system continuously evaluates operational and security parameters and dynamically adjusts detection thresholds. Upon threat detection, the mitigation framework initiates graduated responses including alerting, quarantine, isolation, and recovery procedures. The invention enhances confidentiality, integrity, availability, and reliability of medical imaging systems while maintaining diagnostic performance and supporting secure artificial intelligence-driven healthcare operations.
Disclaimer: Curated by HT Syndication.
