The Faculty of Computer Science and Information Technology discussed the Master's thesis entitled "Confirmed Deletion: An Intelligent Approach in Cloud Computing" by Suzanne Mohamed and supervised by Prof. Dr. Baban Ahmed Mahmoud. The study included the use of the proposed system of ranked Merkle Hash Tree with BLS Tags (TRMHT) in the deletion process and the use of one of the deep learning algorithms Long Short Term Memory (LSTM) in the process of generating after deletion. The (LSTM) algorithm improved the implementation of the system in terms of increasing accuracy and reducing both the error rate and the time in performing operations, and the use of (TRMHT) resulted in reducing the impact of the system with the number of files stored in the tree. Its size exceeds 128GB on system implementation in addition to the use of Blockchain technology in the deletion process.