This inventor holds 1 USPTO granted patent. Top assignee: Arizona State University. Active years: 2026.
Company Filing History:
Years Active: 2026
Title: Prasanth Buddareddygari: Innovator in Autonomous Driving Security
Introduction
Prasanth Buddareddygari is an accomplished inventor based in Bothell, WA (US). He has made significant contributions to the field of autonomous driving, particularly in enhancing the security of deep reinforcement learning systems. His innovative approach addresses critical vulnerabilities in autonomous driving technologies.
Latest Patents
Prasanth holds a patent titled "Targeted attacks on deep reinforcement learning-based autonomous driving with learned visual patterns." This patent describes a system designed to implement targeted attacks on autonomous driving agents. The system utilizes processing circuitry to receive inputs that specify both an initial state and a target state for a driving environment. By generating a representative dataset through multiple rollouts of the vehicle, the system can train an artificial intelligence model to predict the next state and formulate an attack plan to achieve the desired target state.
Career Highlights
Prasanth is currently affiliated with Arizona State University, where he continues to advance research in the field of autonomous systems. His work focuses on the intersection of artificial intelligence and security, aiming to improve the robustness of autonomous driving technologies against potential threats.
Collaborations
Prasanth collaborates with fellow researcher Travis Zhang, contributing to the development of innovative solutions in the realm of autonomous driving security.
Conclusion
Prasanth Buddareddygari's work exemplifies the critical role of innovation in enhancing the safety and security of autonomous driving systems. His contributions are paving the way for more resilient technologies in the future.