Your bottom line is that you don't want him taking your medicine. So stick to your bottom line, lock it up count it, do what ever is going to give YOU peace of mind.
No need to tell him or make a big deal about it, he'll discover soon enough when he goes snoopying and doesn't find what he was looking for.