MUMBAI, India, Aug. 10 -- Intellectual Property India has published a patent application (202647091751 A) filed by Nokia Technologies Oy on July 29, 2026, for Machine Learning Model Fingerprinting Based Validation And Performance Monitoring.
Inventors include Feki, Afef; Masri, Ahmad; Ali, Amaanat; Hassan, Sakira; and Song, Jian.
The application for the patent was published on July 31, 2026, under issue no. 31/2026.
Abstract: Machine learning model fingerprinting based validation and performance monitoring is provided. A method for machine learning model fingerprinting based validation and performance monitoring may include receiving labelled data for a machine learning model from at least one network device and evaluating a performance of the machine learning model based on the labelled data. The method may also include determining, based on the evaluated performance of the machine learning model, validity of the machine learning model for the at least one network device, and transmitting, to a user device, information on the validity of the machine learning model.
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