A new gauge boson primarily interacting with a dark sector can have renormalizable kinetic mixing with the standard model (SM) gauge boson . This mixing besides introduces interactions of dark photon and dark sector with SM particles, it also modifies interactions among SM particles. The modified interactions can be casted into the oblique , and parameters. We find that with the dark photon mass larger than the boson mass, the kinetic mixing effects can reduce the tension of the W mass excess problem reported recently by CDF from deviation to within compared with theory prediction. If there is non-abelian kinetic mixing between and gauge bosons, in simple renormalizable models of this type a triplet Higgs is required to generate the mixing. We find that this triplet with a vacuum expectation value of order 5 GeV can naturally explain the W mass excess.

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