Female, 5 ft tall. Will learning boxing help me defend myself? Need advice how to defend myself.

Someone at work has been telling people he would kick me in my mouth.

Will learning boxing in a gym help me defend myself just in case the threat materializes? At this point, it doesn’t matter to me whether the person is capable of fulfilling his threat. I just want to learn something I can use to at least defend myself.