2 papers
cs.LG2026
Cumulative Utility Parity for Fair Federated Learning under Intermittent Client Participation
Stefan Behfar, Richard Mortier
In real-world federated learning (FL) systems, client participation is intermittent, heterogeneous, and often correlated with data characteristics or resource constraints. Existing…
cs.CR2025
What if we could hot swap our Biometrics?
Jon Crowcroft, Anil Madhavapeddy, Chris Hicks +2
What if you could really revoke your actual biometric identity, and install a new one, by live rewriting your biological self? We propose some novel mechanisms for hot swapping ide…