  Smartness in smart cities is achieved by sensing phenomena of interest and
using them to make smart decisions. Since the decision makers may not own all
the necessary sensing infrastructures, crowdsourced sensing, can help collect
important information of the city in near real-time. However, involving people
brings of the risk of exposing their private information.This chapter explores
crowdsensing in smart city applications and its privacy implications.
