Nikolaos Peppes

Privacy-Preserving Federated Learning for Corruption Risk Detection in Public Procurement

Collaboration improved detection substantially over independent operation across the federation, recovering most of the performance achievable by centralized training, with the largest improvements at the operating points relevant to bounded audit capacity.