With the surge in visual media across finance, healthcare, and daily life, safeguarding hidden information and ensuring its recovery is crucial. This chapter explores intelligent techniques for secure data embedding in images and videos, emphasizing both strong privacy and accurate recoverability. Experimental results confirm high payload, visual fidelity, and robust data restoration. The proposed methods support scalable, privacy-preserving multimedia systems for secure communication in sensitive domains.