An incentive compatible ZD strategy-based data sharing model for federated learning: A perspective of iterated prisoner's dilemma

•A spontaneous and fair cooperative data sharing model in federated learning.•Using iterated prisoner's dilemma game in federated learning.•Using zero-determinant strategy to examine data providers’ strategic interactions.•Formulate data provider's utility maximization as joint optimization.