Trisha Chakraborty

Papers

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About

Dr. Trisha Chakraborty is a leading voice at the intersection of AI-robotics, cybersecurity, and digital twin technologies. Her research focuses on the critical vulnerabilities emerging from the convergence of Artificial Intelligence and Digital Twin systems within Industry 4.0, with a particular emphasis on privacy preservation and threat mitigation. Her most-cited work, "A Survey on Privacy Attacks Against Digital Twin Systems in AI-Robotics" (2024), provides a comprehensive taxonomy of attack vectors targeting these integrated systems, mapping the landscape of potential privacy breaches—from data leakage to model inversion—that arise when real-time digital replicas interact with physical robotic counterparts. This foundational survey has already garnered significant attention, accumulating 4 citations in its first year and establishing her as a key contributor to this nascent field. By systematically identifying and categorizing these risks, Dr. Chakraborty’s work serves as an essential resource for researchers and practitioners seeking to build more resilient, privacy-aware autonomous systems. Her research is particularly timely as industries increasingly deploy AI-driven digital twins in sensitive domains like healthcare and manufacturing, where data integrity is paramount.