MUMBAI, India, Jan. 7 -- Intellectual Property India has published a patent application (202511104164 A) filed by Lovely Professional University, Phagwara, Punjab, on Oct. 29, 2025, for 'distributed real-time ddos detection for iot using apache storm.'
Inventor(s) include Ginni Nijhawan; Tara Singla; Dr. H Pal Thethi; and Dr. Gaurav Sethi.
The application for the patent was published on Dec. 12, under issue no. 50/2025.
According to the abstract released by the Intellectual Property India: "A distributed Real-Time DDoS Detection for IoT Using Apache Storm comprising a model development module 102 generates multiple distributed detection models using a Hadoop cluster and a scalable machine learning module, these models perform feature selection, training, and validation for DDoS detection, a model deployment module 103 executes selected distributed detection models on an Apache Storm stream processing framework to analyze incoming streaming network data and produce near-real-time multi-class attack classifications, a storage arrangement 104 persists input features and prediction outcomes to a distributed file system 101 for audit and model retraining, the system leverages periodic model updates to adapt to evolving IoT traffic, experimental evaluation shows improved detection speed and multiclass accuracy exceeding 99 percent, embodiments include use of the H2O AI module to generate multiple model variants and storage of discriminating flow features for continuous learning and performance monitoring."
Disclaimer: Curated by HT Syndication.
