KFCA is a strictly truthful incentive mechanism for federated learning using only categorical client reports under an honest majority, fixing label-flipping issues in prior Correlated Agreement methods.
17 A.2.2 Worked label-flipping example Substituting the CA score matrix from Definition 2.4 into Eq
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Knowledge-Free Correlated Agreement for Incentivizing Federated Learning
KFCA is a strictly truthful incentive mechanism for federated learning using only categorical client reports under an honest majority, fixing label-flipping issues in prior Correlated Agreement methods.