Richard Capraru

To counter this, he developed , a novel data minimization architecture designed to filter out malicious perturbations and secure real-time LiDAR streams against active manipulation. Key Research Publications and Data Contributions

While once seen as "low-resolution" compared to LiDAR, modern radar—powered by —is proving to be the backbone of all-weather reliability. By using synthetic datasets and neural style transfers, we can now train algorithms to recognize objects through the "fog" of environmental interference. What's Next? richard capraru

Dr. Capraru’s research career spans leading engineering institutions across Europe and Asia, establishing a highly collaborative global footprint: To counter this, he developed , a novel

He is particularly focused on the fragility of perception systems, especially (Light Detection and Ranging), under adverse weather conditions like rain. His research has shown that rain and wet road surfaces don't just reduce a vehicle's detection distance; they can also fundamentally expose the limitations of existing security defenses, creating a "false sense of confidence" in their reliability. What's Next