This paper presents a low power fault secure encoder and decoder system designed to protect against soft errors in memory circuits using error correcting codes and clock gating techniques. The proposed design significantly reduces power consumption, achieving approximately half the power usage compared to non-clock gated systems, while ensuring fault tolerance. Simulation results confirm the effectiveness of the design, highlighting a reduction in power consumption and delay time.