HCI Authentication Technique based on Chaos Neural Network and PCA

Haider K. Hoomod Ahmed A. Ali

Abstract: Mobile devices have become the most used and advanced technology. Providing increased computing and storage capabilities. Due to the importance of these devices it is necessary to develop appropriate and powerful protection methods. In this paper was propose a new authentication technique that includes the face recognition using modify Cellular Neural Networks with chaos and hashing password. The images obtained in real time for 10 persons each person has 10 to 15 different shot face images, were the results for (FAR =0), (FRR =6.6), (FER =3.3) and accuracy =90 %, detection time is (710Milliseconds).

Keywords: HCI, HCI authentication, PCA, Cellular neural network, chaos