Adiah Qazi

APEW-Fed: adaptive privacy-aware ensemble weighting for federated anomaly detection in enterprise resource planning systems

APEW-Fed is presented, a federated ensemble framework that resolves this tension through three provably complementary mechanisms and reconciles heterogeneous score distributions across clients via differentially private quantile sketches under secure aggregation.