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Password Security as a Game of Entropies

We consider a formal model of password security, in which two actors engage in a competition of optimal password choice against potential attacks. The proposed model is a multi-objective two-person game. Player 1 seeks an optimal password choice policy, optimizing matters of memorability of the pass...

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Autores principales: Rass, Stefan, König, Sandra
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7512831/
https://www.ncbi.nlm.nih.gov/pubmed/33265403
http://dx.doi.org/10.3390/e20050312
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author Rass, Stefan
König, Sandra
author_facet Rass, Stefan
König, Sandra
author_sort Rass, Stefan
collection PubMed
description We consider a formal model of password security, in which two actors engage in a competition of optimal password choice against potential attacks. The proposed model is a multi-objective two-person game. Player 1 seeks an optimal password choice policy, optimizing matters of memorability of the password (measured by Shannon entropy), opposed to the difficulty for player 2 of guessing it (measured by min-entropy), and the cognitive efforts of player 1 tied to changing the password (measured by relative entropy, i.e., Kullback–Leibler divergence). The model and contribution are thus twofold: (i) it applies multi-objective game theory to the password security problem; and (ii) it introduces different concepts of entropy to measure the quality of a password choice process under different angles (and not a given password itself, since this cannot be quality-assessed in terms of entropy). We illustrate our approach with an example from everyday life, namely we analyze the password choices of employees.
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spelling pubmed-75128312020-11-09 Password Security as a Game of Entropies Rass, Stefan König, Sandra Entropy (Basel) Article We consider a formal model of password security, in which two actors engage in a competition of optimal password choice against potential attacks. The proposed model is a multi-objective two-person game. Player 1 seeks an optimal password choice policy, optimizing matters of memorability of the password (measured by Shannon entropy), opposed to the difficulty for player 2 of guessing it (measured by min-entropy), and the cognitive efforts of player 1 tied to changing the password (measured by relative entropy, i.e., Kullback–Leibler divergence). The model and contribution are thus twofold: (i) it applies multi-objective game theory to the password security problem; and (ii) it introduces different concepts of entropy to measure the quality of a password choice process under different angles (and not a given password itself, since this cannot be quality-assessed in terms of entropy). We illustrate our approach with an example from everyday life, namely we analyze the password choices of employees. MDPI 2018-04-25 /pmc/articles/PMC7512831/ /pubmed/33265403 http://dx.doi.org/10.3390/e20050312 Text en © 2018 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Rass, Stefan
König, Sandra
Password Security as a Game of Entropies
title Password Security as a Game of Entropies
title_full Password Security as a Game of Entropies
title_fullStr Password Security as a Game of Entropies
title_full_unstemmed Password Security as a Game of Entropies
title_short Password Security as a Game of Entropies
title_sort password security as a game of entropies
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7512831/
https://www.ncbi.nlm.nih.gov/pubmed/33265403
http://dx.doi.org/10.3390/e20050312
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