A reliability assessment methodology consisting of a statistical model and experiments to evaluate the leakage mechanism responsible for Low Temperature Data Retention (LTDR) in floating gate non-volatile memories is presented. The nature of the leakage mechanism and the methodology necessary to observe and accurately assess this phenomenon are described.