Practical hardware securityJubyter Notebook – Machine Learning Attack on PUF Modeling

i will attach 2 .npz response files. on is modelPUF.py” provides 2 useful interfaces for this experimnt and one Lab-02-PUF-Modeling.ipynb” is the Jupyter Notebook starting scripts that you need to
complete. You will use this script to generate the CRPs from the challenges/responses files,
interface with the PUF model, collect accuracy list for the model, and then generate plots
and statistical results for your report.

and see the pdf file for the assignment description.after finishing the coe,you need to wrirteabout:

•Results (2-3 paragraphs): Each experiment will list a set of deliverables (screenshots, outputs,
code, measurements, etc.) that must be included in your report. Add these to the Results
section. Provide sufficient context for us to understand the results. Use appropriate techniques
to visualize results (for example, tables or plots, architecture or logic diagrams, circuit timing
diagrams, etc.).


•Discussion (1 paragraph): Discuss the results – what do they mean? Were they the results you
expected, based on the experiment? In terms of the experimental procedure, what worked,
what did not work as expected, where did you face challenges, and what you would do differ-
ently next time?

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