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https://doi.org/10.1109/itcc.2...
Article . 2005 . Peer-reviewed
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Pareto-optimal hardware for substitution boxes

أجهزة باريتو المثلى لصناديق الاستبدال
Authors: Nadia Nedjah; Luiza de Macedo Mourelle;

Pareto-optimal hardware for substitution boxes

Abstract

Dans cet article, nous proposons une méthodologie basée sur la programmation génétique pour générer automatiquement des conceptions matérielles de boîtes de substitution nécessaires à de nombreux cryptosystèmes tels que le système de cryptage DES. Nous visons à faire évoluer les spécifications matérielles minimales, qui minimisent à la fois l'espace (c'est-à-dire le numéro de porte requis), le temps de réponse (c'est-à-dire le temps de cryptage et de décryptage) et la puissance dissipée. Nous comparons nos résultats avec des conceptions existantes et bien connues, qui ont été produites par des concepteurs humains en utilisant des méthodes conventionnelles.

En este trabajo, proponemos una metodología basada en la programación genética para generar automáticamente diseños de hardware de cajas de sustitución necesarias para muchos criptosistemas como el sistema de cifrado DES. Nuestro objetivo es desarrollar especificaciones de hardware mínimas, que minimicen tanto el espacio (es decir, el número de puerta requerido), el tiempo de respuesta (es decir, el tiempo de cifrado y descifrado) y la potencia disipada. Comparamos nuestros resultados con diseños existentes y conocidos, que fueron producidos por diseñadores humanos utilizando métodos convencionales.

In this paper, we propose a methodology based on genetic programming to automatically generate hardware designs of substitution boxes necessary for many cryptosystems such as DES encryption system. We aim at evolving minimal hardware specifications, which minimize both space (i.e. required gate number), response time (i.e. encryption and decryption time) and dissipated power. We compare our results against existing and well-known designs, which were produced by human designers using conventional methods.

في هذه الورقة، نقترح منهجية تستند إلى البرمجة الوراثية لتوليد تصميمات الأجهزة تلقائيًا لصناديق الاستبدال اللازمة للعديد من أنظمة التشفير مثل نظام تشفير DES. نحن نهدف إلى تطوير الحد الأدنى من مواصفات الأجهزة، مما يقلل من المساحة (أي رقم البوابة المطلوب) ووقت الاستجابة (أي وقت التشفير وفك التشفير) والطاقة المشتتة. نقارن نتائجنا مع التصاميم الحالية والمعروفة، والتي تم إنتاجها من قبل المصممين البشريين باستخدام الأساليب التقليدية.

Keywords

Artificial intelligence, Genetic Programming, multi-objective optimisation, Encryption, Genetic programming, Mathematical analysis, evolvable hardware, genetic algorithms, Cryptanalysis of Block Ciphers and Hash Functions, Semantic Genetic Programming, Artificial Intelligence, Computer engineering, FOS: Mathematics, Embedded system, Cryptosystem, Scheme (mathematics), cryptography, Chaos-based Image Encryption Techniques, Mathematical optimization, Computer hardware, Substitution (logic), Hardware Implementations, Computer science, Programming language, Algorithm, Operating system, Application of Genetic Programming in Machine Learning, Computer Science, Physical Sciences, Cryptography, Computer Vision and Pattern Recognition, S-box, Pareto principle, Mathematics

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selected citations
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This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
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influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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