Using a Fine-Tuning Method for a Deep Authentication in Mobile Cloud Computing Based on Tensorflow Lite Framework

Remarkable progress in the areas of deep learning and the mobile cloud environment. The security has become most challenging part on mobile cloud., this is due to the growth of persons who use their mobiles for access to the services provides by cloud such as health care., storage., games and so on. This paper aims to suggest using deep learning framework for mobile “Tensorflow lite” to make the recognition on mobile without the need of the cloud or computational resources and to avoid that users sends their picture for each time. Improving the accuracy of the work that have been done with 99.50 % of accuracy to 100 % by applying the fine-tuning method using Keras library in Python.