Paper tackles free rider attacks in federated learning.
problem Clients without local data can cheat for rewards.
method Proposes STD-DAGMM for anomaly detection of model parameters.
result STD-DAGMM effectively detects free rider attacks.
On-device research index
arXiv research
A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.
168,742 papers · 148 categories
Trend · papers per month
1 result for “STD-DAGMM”