What if the logs were missing entries though? Would you train your AI on missing data?

I found a bug in rsyslog a few years ago, where in certain conditions, log entries were missing. If you know the pattern for what log entries were going missing, then you could craft a very stealthy attack on the system and remain undetected in the logs.