peeping tom
Definitions
A person who secretly watches others, especially in private or intimate situations, for sexual gratification.
A voyeur.
Examples
The neighbors called the police after they spotted a peeping tom lurking near their bedroom window.
Security measures were increased at the apartment complex following reports of a peeping tom in the area.