Utilisation d'un ordinateur réservoir pour décrypter un message transmis via la cryptographie par chaos

Research output: External Thesis Master's Thesis

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Abstract

We begin by introducing the notions of fixed point, orbit, bifurcation diagram, attractor, exponent of Lyapounov and chaos to "set the scene" for dynamical systems.
Then, we explain two methods of communication using chaos based cryptography.
We continue with the implementation and training of a reservoir computer to emulate a dynamical system.
Finally, we show how this reservoir manages to decrypt a message transmited by the above-mentioned communications.
Original languageFrench
Awarding Institution
  • Université Libre de Bruxelles (ULB)
Supervisors/Advisors
  • Massar, Serge, Supervisor, External person
  • Antonik, Piotr, Advisor, External person
  • Pauwels, Jael , Advisor, External person
Award date29 May 2017
Publication statusUnpublished - 2017

Keywords

  • Reservoir computer
  • Recurrent neurral network
  • Echo state network
  • Chaos based cryptography

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