Multi-layer Neural Network for EMV Evaluation

In this work, we based on EMV specifications to implement a multi-layer artificial neural network. Indeed, we used the machine state diagram that has already been achieved in our previous work [4] where we model an EMV transaction between terminal and payment card using UML language. In order to detect potential attacks or vulnerabilities, we chose to use a neural network multilayer with back propagation. We made a comparative study to select the architecture of the best performing ANN. In this paper, we discuss in detail our methodology.