Practical Implementation of a Deep Random Generator

12/22/2017
by   Thibault de Valroger, et al.
0

We have introduced in former work the concept of Deep Randomness and its interest to design Unconditionally Secure communication protocols. We have in particular given an example of such protocol and introduced how to design a Deep Random Generator associated to that protocol. Deep Randomness is a form of randomness in which, at each draw of random variable, not only the result is unpredictable bu also the distribution is unknown to any observer. In this article, we remind formal definition of Deep Randomness, and we expose two practical algorithmic methods to implement a Deep Random Generator within a classical computing resource. We also discuss their performances and their parameters.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
11/13/2022

Proof-of-randomness protocol for blockchain consensus: the white paper version 1.0

A proof-of-randomness (PoR) protocol could be a fair and low energy-cost...
research
02/09/2020

Random family method: Confirming inter-generational relations by restricted re-sampling

Randomness is one of the important key concepts of statistics. In epidem...
research
03/01/2022

Addressing Randomness in Evaluation Protocols for Out-of-Distribution Detection

Deep Neural Networks for classification behave unpredictably when confro...
research
04/28/2018

Towards Practical Implementation of Deep Random Secrecy

We have formerly introduced Deep Random Secrecy, a new cryptologic techn...
research
01/26/2021

EDGF: Empirical dataset generation framework for wireless network networks

In wireless sensor networks (WSNs), simulation practices, system models,...
research
05/18/2018

An Algorithmic Refinement of Maxent Induces a Thermodynamic-like Behaviour in the Reprogrammability of Generative Mechanisms

Reprogramming a generative mechanism to produce a different object is as...
research
04/23/2019

Compression is Comprehension, and the Unreasonable Effectiveness of Digital Computation in the Natural World

Chaitin's work, in its depth and breadth, encompasses many areas of scie...

Please sign up or login with your details

Forgot password? Click here to reset