That's normal, it's often referred to as background noise: https://en.wikipedia.org/wiki/Internet_background_noise
It stems from automated port scans sweeping IP ranges looking for vulnerable/exploitable systems.
A simple way to address it is to use something like fail2ban to ban repeat offenders. Blacklist services like abuseipdb.com may help further, but ban with caution.