MUMBAI, India, June 30 -- Intellectual Property India has published a patent application (202641075097 A) filed by K. S. R. M College Of Engineering on June 17, 2026, for Smart Mobile Security Framework For Women Using Gps Tracking And Instant Alert Services.
Inventors include Dunnuthala Kavya; Doraboina Heleena; Jinka Madhusudhan Babu; Gandhamsetty Mohan Sai; Yanamandia Dinesh Kumar; and P. Venkata Kishore.
The application for the patent was published on June 26, 2026, under issue no. 26/2026.
Abstract: ABSTRACT [0018] The present invention proposes an intelligent diffusion model-based cyber attack prediction system that effectively addresses class imbalance in network intrusion detection by generating high-quality synthetic samples for rare attack categories. This system/method is designed to overcome the limitations of traditional intrusion detection systems and GAN-based augmentation techniques, which suffer from poor performance on minority classes and training instability. By leveraging stable denoising diffusion processes, the invention significantly enhances the robustness and accuracy of machine learning classifiers in identifying sophisticated and low-frequency cyber threats in real-time network environments.
Disclaimer: Curated by HT Syndication.
