Intellectual Property India Publishes Patent Application for System And Method For Adversarial Attack Detection In Machine Learning Pipelines Using Input Perturbation Analytics

MUMBAI, India, Sept. 14 -- Intellectual Property India has published a patent application (202611101709 A) filed by Panipat Institute Of Engineering And Technology Piet on August 22, 2026, for System And Method For Adversarial Attack Detection In Machine Learning Pipelines Using Input Perturbation Analytics.

Inventors include Piyush; Anju Arya; and Dr. Vaishali Mehta.

The application for the patent was published on September 11, 2026, under issue no. 37/2026.

Abstract: [046] The present invention discloses a system and method for adversarial attack detection in machine learning pipelines using input perturbation analytics. The invention employs an input acquisition module, a perturbation generation engine, a feature consistency analyzer,...