Giulia Fanti

Giulia Fanti

Associate Professor, Affiliated Faculty

CMU Scholars

Office

2118 Mehrabian Collaborative Innovation Center

Email

Phone

(412) 268-4254

Department

CIT - Electrical and Computer Engineering
Computer Science Department: Affiliated

Research Areas

Research Interests

     Networking

     Security and Privacy

Advisees

Alexander Goldberg

Publications

Conference

Benchmarking Fraud Detectors on Private Graph Data

2025 • KDD : proceedings / International Conference on Knowledge Discovery & Data Mining. International Conference on Knowledge Discovery & Data Mining • 378-389
Goldberg A, Fanti G, Shah N, Wu S

Journal Article

Characterizing the Training Dynamics of Private Fine-tuning with Langevin diffusion

2025 • Transactions on Machine Learning Research • 2025-November:
Ke S, Hou C, Oh S, Fanti G