Escape somebody's notice - Idioms by The Free Dictionary
escape somebody's notice
escape (one's) notice
To avoid being seen. I doubt you will escape people's notice if you show up at the party in a floor-length sequined gown.
escape somebody’s ˈnotice not be noticed by somebody: It may have escaped your notice but I’m very busy right now. Can we talk later?