One of the origins of the accelerated aging of proton exchange membranes used in Fuel Cells is the oxidation induced by H2O2 formation. This work concerns the development of a new way to chemically stabilize a sPEEK membrane by the addition of stabilizing nano-fillers. Four fillers were synthesized by grafting organosulfur functions (disulfide, tetrasulfide and thiourea) onto silica nanoparticles. A specific protocol to prepare hybrid membranes led to materials with suitable mechanical properties and proton conductivity for fuel cells application. Polysulfides allow a significant decrease of the matrix degradation occurring during membrane processing and also a large increase of the proton conductivity of this matrix during ex-situ aging tests (H2O2). A membrane containing tetrasulfide nano-fillers could withstand 1200h in OCV condition at 70°C and 100%RH, without showing any sign of degradation.