Rubber roof coming unglued at edges

Hello all,
I have a rubber roof that is coming unglued at the edges where the rubber meets the metal flashing along the perimeter of the flat roof. What should I do refasten the rubber to the metal flashing? Should I clean the area and then use the rubber cement they sell at Home Depot that you put in a caulk gun?
Any ideas?
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