Intellectual Property India Publishes Patent Application for Tokenization-Aware Safety Enforcement System And Method For Large Language Models

MUMBAI, India, Sept. 14 -- Intellectual Property India has published a patent application (202611086561 A) filed by Noida Institute Of Engineering And Technology Niet on July 15, 2026, for Tokenization-Aware Safety Enforcement System And Method For Large Language Models.

Inventors include Dr. Hitesh Singh; and Anamika Srivastav.

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

Abstract: A tokenization-aware safety enforcement apparatus (100) for large language models implemented on computing devices comprising processors, memory, and storage. The apparatus comprises a multi-strategy canonicalization engine (120) that reconstructs canonical token representations from adversarially perturbed inpu...