This research assesses the threat of cyber-physical attacks to manufacturing systems that change the design of a physical part, elude quality control measures, and result in part failure. This goal is achieved through the development of: a cyber-physical attack taxonomy, framework to assess levels of cyber-physical vulnerability, models to detect and diagnose the presence of attacks in real-time, and side-channel detection techniques specific to manufacturing.