Oilfield sites stop handing over traffic: secret shares leave servers one accept bit, holding F1 at 0.641 under 30% attackers
Oilfield sites split each local-traffic update into secret shares so two non-colluding servers learn only accept or reject, holding macro-F1 at 0.641 against a 30% adaptive attacker where FedAvg falls to 0.046.