Compression Footprints as Security Signals for Model-Poisoning Defense in Federated Learning

Sachi Shome, William Eiers

Lossy compression is widely used in Federated Learning (FL) but is generally treated as an error source, while conventional poisoning defenses inspect update geometry. In this work…