We propose a model realizes that a semi-visible dark photon which can contribute to the anomalous magnetic moment () of both electron and muon. In this model, the electron is deviated from the Standard Model (SM) prediction by the 1-loop diagrams involving the vector-like leptons, while that of muon is deviated due to a non-vanishing gauge kinetic mixing with photons. We also argue that the -boson mass can be deviated from the SM prediction due to the vector-like lepton loops, so that the value obtained by the CDF II experiment can be explained. Thus, this model simultaneously explains the recent three anomalies in of electron and muon as well as the -boson mass. The constraints on the dark photon can be avoided because of the semi-invisible decay of the dark photon, , where is a SM singlet vector-like neutrino and is a CP-even Higgs boson of the gauge symmetry.

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