Power companies are deploying a multitude of sensors to monitor the energy grid. Measurements at different loca-tions should be aligned in time to obtain the global state of the grid, and the industry therefore uses GPS as a com-mon clock source. However, these sensors are exposed to GPS time spoofing attacks that cause misaligned aggregated measurements, leading to inaccurate monitoring that affects power stability and line fault contingencies. In this paper, we analyze the resilience of phasor measurement sensors, which record voltages and currents, to GPS spoofing per-formed by an adversary external to the system. We propose a solution that leverages the characteristics of multiple sen-sors in the power grid to limit the feasibility of s...