Company Filing History:
Years Active: 2022-2025
Title: Innovations by Pushkar Joglekar
Introduction
Pushkar Joglekar is an accomplished inventor based in Emeryville, CA (US). He has made significant contributions to the field of machine learning and cybersecurity, holding a total of 9 patents. His work focuses on enhancing the security and reliability of machine learning systems.
Latest Patents
One of his latest patents is titled "Proactive defense of untrustworthy machine learning system." This patent discloses methods and systems for inducing model shift in a malicious computer's machine learning model. A data processor can determine that a malicious computer uses a machine learning model with a boundary function to determine outcomes. The data processor can then generate transition data intended to shift the boundary function and provide the transition data to the malicious computer. The data processor can repeat generating and providing the transition data, thereby causing the boundary function to shift over time. Another notable patent is "Real-time entity anomaly detection." This patent provides methods and systems for analyzing requests to access resources and determining a resource access policy. The resource access system can train, store, evaluate, and deploy machine learning models that learn to output a trust score associated with a resource access request, relating to the request's legitimacy.
Career Highlights
Pushkar Joglekar is currently employed at Visa International Service Association, where he applies his expertise in machine learning and cybersecurity. His innovative approaches have contributed to the development of advanced security measures in financial transactions.
Collaborations
Some of his notable coworkers include Ajit Gaddam and Ara Jermakyan, who collaborate with him on various projects within the organization.
Conclusion
Pushkar Joglekar's work in machine learning and cybersecurity showcases his commitment to innovation and security. His patents reflect a deep understanding of the challenges in the field and a proactive approach to addressing them.