In this paper, we study online privacy lies: lies primarily aimed at protecting privacy. Going beyond privacy lenses that focus on privacy concerns or cost/benefit analyses, we explore how contextual factors, motivations, and individuallevel characteristics affect lying behavior through a 356person survey. We find that statistical models to predict privacy lies that include attitudes about lyin...