Change the default ssh port. Most of the attacks are from automated crawlers that try to brute force port 22. Your logs will become much more manageable.
I do the same. There's no need at all for my own system's sshd to adhere to any notion of well known ports. Despite the growing availability of pre-mapped host information I can still count the amount of illicit login attempts the past 10 years on two hands.