sucker for :

(informal)

1. a person who is easily deceived or tricked.

"You are a sucker to believe his stories!"

2. someone who likes the stated thing so much that they cannot refuse it.

"I'm a sucker for ice cream."

"He is a sucker for beautiful women. (=is so attracted by them that they can easily take advantage of his fondness)