Deepti Poluru

Title: Deepti Poluru: Innovator in Intellectual Property Protection

Introduction

Deepti Poluru is an accomplished inventor based in Hanover, NH (US). She has made significant contributions to the field of intellectual property protection through her innovative work. Her research focuses on developing methods to deter intellectual property theft using advanced computational techniques.

Latest Patents

Deepti Poluru holds a patent for a groundbreaking invention titled "Generating fake documents using word embeddings to deter intellectual property theft." This invention outlines a computer-implemented method, system, and computer program product for generating fake documents. The process involves building a corpus of domain-specific documents and identifying word embeddings for each word as embedding vectors. Concepts within the corpus are clustered together, and a feasible candidate replacement set is generated for each concept. The method includes extracting concepts from a document, computing their importance values, and solving a joint optimization problem to identify and replace concepts, ultimately generating a fake document.

Career Highlights

Deepti Poluru is affiliated with Dartmouth College, where she continues to advance her research in the field of computer science and intellectual property. Her work has garnered attention for its innovative approach to addressing the challenges of intellectual property theft.

Collaborations

Deepti has collaborated with notable colleagues, including Venkatramanan Subrahmanian and Dongkai Chen. Their combined expertise contributes to the advancement of research in their respective fields.

Conclusion

Deepti Poluru is a pioneering inventor whose work in generating fake documents to deter intellectual property theft showcases her innovative spirit and dedication to protecting intellectual property rights. Her contributions are significant in the ongoing battle against intellectual property theft.