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ML-modeling-for-RO-PUF

ML modeling attacks on CROPUF.

Four ML algorithms used for modeling : Logistic Regression, Random Forest Classification, Support Vector Machines Classification and Artificial Neural Networks.

Four Opitimization algorithms used in Aritificial Neural Networks, namely, Stochastic Gradient Descent, Adaptive Moment (Adam), Adaptive delta gradient (Adadelta) and Rmsprop (Root Mean Square Propagation).

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ML modeling attacks on CROPUF

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