It is not a real phobia but an exaggeration for the fear and rejection of communists. It unites the apocope of the word Bolshevik ("supporters of Leninism") with the suffix -phobia ("fear"). See Russophobia.
Bolsephobia refers to the aversion, hatred or fear that certain people present towards the Bolsheviks.