ssh public keys randomly stop working

Red Squirrel

No Lifer
May 24, 2003
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www.anyf.ca
I use ssh public keys for my backups, and I noticed at random intervals some will stop working and it will start prompting for the password. I then have to go and recreate the keys and reapply. Why is this, do those expire after a while?