<p>Traditional optical fiber communication encryption methods lack sufficient dynamic adaptability and hardware flexibility, while reconfigurable logic gates can overcome this limitation, thereby significantly improving the flexibility of encryption systems. This study reports a reconfigurable optoelectronic logic gate (OELG) system based on hafnium-zirconium oxide (HZO) ferroelectric thin films. Through ultra-low temperature atomic layer deposition technique, the fabricated HZO thin films demonstrate an exceptional pyroelectric coefficient (1835.91 µC m⁻² K⁻¹) and robust multi-level polarization stability, enabling efficient broadband photon-to-current conversion. By leveraging the pyroelectric effect and tunable polarization states, the OELG device achieves dynamic optical signal modulation and logic processing. The OELG device supports five fundamental logic operations (AND, OR, NAND, NOR, NOT) via electrical bias and polarization control, without requiring hardware modifications. The OELG device demonstrates stable performance over 10⁹ cycles with no degradation, meeting practical application requirements. Furthermore, a convolutional neural network (CNN)-integrated image encryption-decryption framework was validated, achieving 95.01% recognition accuracy on decrypted data, while unauthorized decryption attempts resulted in significant feature loss. This study addresses security challenges in optical communication networks by proposing an innovative solution that integrates pyroelectric materials with reconfigurable logic gate technology, offering a new pathway to enhance physical-layer security.</p>