Company Filing History:
8 out of 1,457 
7 out of 1,547 
Years Active: 2015-2022
Title: Anurag Dwarakanath: Innovator in Machine Learning Technologies
Introduction
Anurag Dwarakanath is a prominent inventor based in Bengaluru, India. He has made significant contributions to the field of machine learning, holding a total of 15 patents. His work focuses on enhancing the security and efficiency of machine learning models through innovative techniques.
Latest Patents
One of Anurag's latest patents involves utilizing models to generate identifiers that authenticate machine learning models. In this invention, a device receives a machine learning model along with associated model data and identifier generation data. The device selects an identifier model based on these inputs to generate identifier pairs, which are then stored for future authentication of the machine learning model.
Another notable patent addresses adversarial patches that include pixel blocks for machine learning. This invention involves systems and methods that identify adversarial patch images by dividing them into blocks of contiguous pixels. Each block is assigned a unique color, enhancing the model's ability to recognize and respond to adversarial attacks.
Career Highlights
Anurag has worked with reputable companies such as Accenture Global Services GmbH and Accenture Global Solutions Limited. His experience in these organizations has allowed him to refine his skills and contribute to various innovative projects in the tech industry.
Collaborations
Anurag has collaborated with notable professionals in his field, including Sanjay Podder and Neville Dubash. These collaborations have further enriched his work and expanded the impact of his inventions.
Conclusion
Anurag Dwarakanath is a distinguished inventor whose work in machine learning continues to shape the industry. His innovative patents and collaborations highlight his commitment to advancing technology and enhancing security in machine learning applications.