Deep Learning for Computational Problems in Hardware Security

Deep Learning for Computational Problems in Hardware Security

Modeling Attacks on Strong Physically Unclonable Function Circuits

Chakraborty, Rajat Subhra; Santikellur, Pranesh

Springer Verlag, Singapore

09/2022

84

Dura

Inglês

9789811940163

15 a 20 dias

325

Descrição não disponível.
Chapter 1: Introduction.- Chapter 2: Fundamental Concepts of Machine Learning.- Chapter 3: Supervised Machine Learning Algorithms for PUF Modeling Attacks.- Chapter 4: Deep Learning based PUF Modeling Attacks.- Chapter 5: Tensor Regression based PUF Modeling Attack.- Chapter 6: Binarized Neural Network based PUF Modeling.- Chapter 7: Conclusions and Future Work.
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Hardware Security;Machine learning;Deep Neural Networks;Tensor Regression Networks;Physically Unclonable Function