This lecture covers techniques to protect location privacy, including spatial obfuscation with noise, geo-indistinguishability, optimal remapping, hiding, generalization, and cloaking. It discusses the trade-off between privacy and utility, the use of decoy locations, and the concept of synthetic data for preserving privacy.