cybersecurity & privacy
Balance Deletion vs Unlearning Cybersecurity Privacy and Data Protection
Federated unlearning can curb privacy breaches more effectively than conventional data deletion, but it also creates new exposure points that must be actively monitored. The technique erases learned patterns directly on edge devices, shifting control from central servers to the user’s hardware. Yet the same edge-centric process can leak