Dr. Brooke Ryan

Assistant Professor · Trustworthy AI · Privacy-Preserving Computing

About Me

Hello! I'm Dr. Brooke Ryan, a researcher in AI privacy, federated learning, and data protection. I work at the intersection of control theory, data science, and cybersecurity to design algorithms that preserve user privacy while enabling data-driven insights.

Research Interests

Differential Privacy: Designing differential privacy mechanisms.
Federated Learning: Heterogeneous data training under privacy constraints and trust frameworks.
Trustworthy AI: Fairness, interpretability, and robustness in privacy-preserving systems.

Selected Publications

Privacy-Preserving Data Publication.
IEEE Transactions on Information Forensics and Security, 2024.
Federated Learning for EV Charging Behavior Prediction.
NeurIPS Workshop on Federated Learning, 2023.

Contact

📧 Email: [email protected]

🌐 Website: www.iqyuan.com

🧠 Google Scholar: My Profile

📍 Location: Boston, MA, USA