On the Learnability of Physically Unclonable Functions

This book addresses the issue of Machine Learning (ML) attacks on Integrated Circuits through Physical Unclonable Functions (PUFs). It provides the mathematical proofs of the vulnerability of various PUF families, including Arbiter, XOR Arbiter, ring-oscillator, and bistable ring PUFs, to ML attacks...

Ful tanımlama

Detaylı Bibliyografya
Yazar: Ganji, Fatemeh (Yazar)
Müşterek Yazar: SpringerLink (Online service)
Materyal Türü: e-Kitap
Dil:İngilizce
Baskı/Yayın Bilgisi: Cham : Springer International Publishing : 2018.
Imprint: Springer,
Edisyon:1st ed. 2018.
Seri Bilgileri:T-Labs Series in Telecommunication Services,
Konular:
Computational intelligence.
Coding theory.
Information theory.
Computer science > Mathematics.
Electronic circuits.
Computational Intelligence.
Coding and Information Theory.
Mathematical Applications in Computer Science.
Electronic Circuits and Systems.
Online Erişim:Full-text access
İçindekiler:
  • Introduction
  • Definitions and Preliminaries
  • PAC Learning of Arbiter PUFs
  • PAC Learning of XOR Arbiter PUFs
  • PAC Learning of Ring Oscillator PUFs
  • PAC Learning of Bistable Ring PUFs
  • Follow-up
  • Conclusion.

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