Poisoning Prevention in Federated Learning and Differential Privacy via Stateful Proofs of Execution

Norrathep Rattanavipanon, Ivan De Oliveira Nunes

The rise in IoT-driven distributed data analytics, coupled with increasing privacy concerns, has led to a demand for effective privacy-preserving and federated data collection/mode…