Yes, an innocent person can fail a polygraph test, it happened more often than you think. The polygraph has been misled repeatedly, and many of its principles and the arguments underlying the allegations are based on sheer pseudoscience. The polygraph can measure certain parameters and those in particular with the reliability and margin of error.