It's actually pretty easy to manipulate an EEG to not show epilepsy. Drinking caffeine makes it harder to find epilepsy because it speeds up the brain's activity and makes it harder to pick up on any abnormal patterns. Taking Lamotrigin and Levicritam can also make it harder to find epilepsy because they both interfere with the electrical signals in the brain.