The adjective famous means honored for achievement. To describe those who do evil attention-getting things, we have the words infamous or notorious.
The word infamous expresses the idea that the person or incident described is one of a vicious, contemptible, or criminal nature.
Notorious means widely and unfavorably known.
So think twice before you say ‘famous criminal’ next time.