Rouzbeh Behnia
Rouzbeh Behnia

Assistant Professor

University of South Florida

About Me

I am an assistant professor at the School of Information Systems and Management (SISM) at the University of South Florida. I received my Ph.D. in Computer Science from the University of South Florida.

My research focuses on different aspects of cybersecurity and applied cryptography. I am particularly interested in addressing privacy challenges in AI systems, developing post-quantum cryptographic solutions, and enhancing authentication protocols to ensure computation and communication integrity.

Interests
  • Privacy-Preserving ML
  • Trustworthy AI
  • Post-Quantum Security
📣 NEWS
  • Sep. 2024: Invited to serve on an NSF Panel
  • Sep. 2024: Our paper on fixed-size mini batches for Rényi differential privacy was accepted to NeurIPS 2024
  • Aug. 2024: Our paper on secure aggregation for federated deep learning was accepted to ACSAC 2024
  • Apr. 2024: Our paper on multi-user searchable encryption was accepted to USENIX 2024
Recent Publications

For a complete list of publications, please visit my Google Scholar

(2024). Differentially Private Stochastic Gradient Descent with Fixed-Size Minibatches: Tighter RDP Guarantees with or without Replacement. Accepted to NeurIPS 2024.
(2024). Efficient Secure Aggregation for Privacy-Preserving Federated Machine Learning. Accepted to ACSAC 2024.
(2024). MUSES: Efficient Multi-User Searchable Encrypted Database. 33rd USENIX Security Symposium (USENIX Security 24).
Teaching

Fall 2024

  • ISM 4263/6930 Cloud Solution Architecture