Surveillanceware (i.e., stalkerware, spyware, creepware, etc.) is a growing cybersecurity threat whereby an attacker installs software on a victim's mobile device to enable ubiquitous remote monitoring. This project seeks to characterize surveillanceware and design novel AI-based defenses for it.