The implementation of Cleve's Protocol, a pioneering approach to securely distribute a secret qutrit among three parties using quantum circuits. Cleve's Protocol ensures that the confidentiality of the qutrit is preserved, and its reconstruction requires collaboration between any two out of the three parties. Incorporated into Qiskit, the protocol's quantum mapping and encoding involve the use of Hadamard gates and controlled-X gates. The simulation results in Qiskit Aer confirming the protocol's security, with '000' and '111' emerging as frequent outcomes, underscoring the necessity of collaboration. Error detection and mitigation techniques are also examined, enhancing the protocol's reliability.