Edward Bowen

Privacy Drift: Evolving Privacy Concerns in Incremental Learning

2024 · arXiv (Cornell University)

In the evolving landscape of machine learning (ML), Federated Learning (FL) presents a paradigm shift towards decentralized model training while preserving user data privacy. This paper introduces the concept of ``privacy drift", an innovative framework …