A man doesn't even need to chase women to be stigmatized as "creepy". Merely being single and being in a place where someone doesn't want you to be, or doing something simple like opening a door or complimenting someone, is often stigmatized as "creepy" just because the recipient of the attention doesn't want it from the individual giving it.

This is not to excuse any cases of actual sexual harassment, just an observation