Z-ENG: Matlab GUI Tool for Machine Learning based PUF Modeling Attack Prediction

2023-2024 tavasz


Téma leírása

Physical unclonable function (PUF) is a hardware security primitive which operates as a one-way function that gives a unique output for the same input provided to each PUF instance.  Therefore, PUFs output can be used as a "digital fingerprint" to identify electronic devices / systems uniquely.

The project idea of ​​developing a GUI-based tool using machine learning algorithms for predicting the vulnerability of different Physical Unclonable Function (PUF) designs to modeling attacks. 

You are not required to have any previous knowledge of PUF performance and operation. I can explain this part to you and provide you with the required data to test the tool. 

If you think that you are interested in such topic and would like to implement the Matlab tool, you can contact me for further discussion. 


  • Basic knowledge about: (1) Matlab (2) Machine Learning (3) C or C++ programming

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