In today’s digital age, data is the backbone of everything, making its security crucial to prevent breaches and misuse. The growing digitization presents new opportunities, possibilities, and demands for secure information transmission. Data hiding and its analysis play a crucial role in information security. In this study, how blind data hiding techniques can be enhanced to function in non-blind scenarios has been demonstrated. The proposed method utilizes histogram shifting, a technique that modifies the distribution of vertex coordinates in a 3D mesh, allowing to embed data while maintaining the model’s visual and structural integrity. The experimental results demonstrate that the proposed technique offers significant improvements in embedding capacity and retrieval accuracy over traditional blind methods.