MUMBAI, India, Jan. 23 -- Intellectual Property India has published a patent application (202641001886 A) filed by Muthayammal Engineering College, Namakkal, Tamil Nadu, on Jan. 7, for 'a quantum-resistant generative adversarial network for novel molecular structure synthesis.'
Inventor(s) include Dr. G. Kavitha; Ms. S. Priyanka; Redlapalli Hema Varun; Shaik Almas; Shaik Saleem; Singarapu Venkata Ugra Krishna; and K. K. Gunalakshika.
The application for the patent was published on Jan. 23, under issue no. 04/2026.
According to the abstract released by the Intellectual Property India: "In the invention, a process and methodology of the production of new molecular structures without being resistant to quantum-computing-based adversarial attacks are disclosed. The machine operates on a Generative Adversarial Network (GAN) whereby the latent space and gradient exchange layers are encrypted with lattice-based cryptography primitives, such as Learning with Errors (LWE). The generator is a high-fidelity novel chemically valid, SMILES string, generator. The invention would prevent the inversion of quantum model inversion of proprietary data of pharmaceuticals by introducing Post-Quantum Cryptography (PQC) in the training loop. Specifically in drug discovery, materials science and secure bioinformatics, the system has been used."
Disclaimer: Curated by HT Syndication.
