MUMBAI, India, July 11 -- Intellectual Property India has published a patent application (202511060841 A) filed by Ajay Kumar Garg Engineering College, Ghaziabad, Uttar Pradesh, on June 25, for 'text attack defense system and working method thereof.'

Inventor(s) include Alok Choudhary; Harshit Singhal; Laxman Pathak; Sanyam Jain; and Dhanshri Parihar.

The application for the patent was published on July 11, under issue no. 28/2025.

According to the abstract released by the Intellectual Property India: "The present invention discloses a text attack defense system and method for safeguarding machine learning (ML) models from adversarial text manipulations. The system comprises a plurality of AI acceleration units including NPUs, FPGAs, and...