Some crypto is for actually encrypting things (e.g. SSL). You want that to be fast.
Other crypto is used for things like password hashing, which is something that's a common target for brute force attacks. You want that to be slow.
Other crypto is used for things like password hashing, which is something that's a common target for brute force attacks. You want that to be slow.