Bio: Dr. Xiaoyue Ma is a Research Fellow at City University of Hong Kong. Her research interests lie in systems security, with a particular focus on trustworthy AIoT systems. Her work centers on understanding and validating the behaviors of physical agents in intelligent environments, and has been published in leading venues such as ACM MobiSys, USENIX Security, and ACM MobiCom. Her research has discovered multiple zero-day vulnerabilities in real-world IoT platforms and received a Distinguished Artifact Evaluation Award at USENIX Security 2025.