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This work deals with part of the encryption algorithm, called S-box and its development. For its development is used evolutionary computing, such as classical genetic algorithm, Estimation of Distribution Algorithm, Cartesian genetic programming and multi-criteria VEGA and SPEA algorithms. This thesis aims to test the properties of substitution boxes to its evolutionary development. Firstly, the work deals with cryptography and issues of s-boxes. There are explained basic concepts and describes the selected criteria of safety. Next chapter explains evolutionary algorithms   and multi-criteria optimization. This knowledge is used to design and program implementation, which are described below. Finally discusses the application of the criteria studied. Discussed here is searching S-boxes in both single-criteria, and especially in multi-criteria genetic search.

Made available in DSpace on 2015-05-14T12:36:39Z (GMT). No. of bitstreams: 1 arquivototal.pdf: 1849104 bytes, checksum: 222c0377ddf502eb4a6c7fd2f658bdb1 (MD5) Previous issue date: 2013-01-31 / Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - CAPES / This work addresses data encryption using Rijndael symmetric key encryption algorithm , which is used in Advanced Encryption Standard - AES. AES has massively widespread in computing, communications, and broadcast media applications, due to its robustness. By intensively using of all flavors and sizes of devices and networks, the AES has become the standard at the time of implementation and deployment of these applications when the major requirement, in addition to performance, is security, i.e. virtually all of those applications nowadays. In systems equipped with modern processors, even those on small devices, it is common to find some that perform the encryption and decryption procedures in software. With the "explosive" spread of addition of security layers in almost everything that is processed inside and outside of the devices, even on systems equipped with powerful computing resources, the possibility of performing these layers on (small) additional hardware resources, developed with specific purpose, has become attractive. This dissertation presents a study of the theoretical foundations involving AES, some architectures and implementations based on it and documented in the recent technical and scientific literature, as well as the methodologies and requirements for the development of its hardware implementation, in particular, focusing on mobile systems, where performance has to be achieved in low power consumption and small area scenarios. Reference models have been developed and functionally validated in high-level languages for each hierarchical architectural level compiled from the mentioned study. As a proof of concept, this work consisted in undertaking a project of an intellectual property of digital integrated circuit core (IP core) for the encryption/decryption procedures of AES, starting from the pseudocode level of the algorithms and going to the level of a digital integrated circuit core. Among the solutions studied from recent literature, modules and operations that could be replicated and/or reused were identified. A microarchitecture for the full AES was implemented hierarchically to the core level with standard cells placed and routed. The work also offers three implementation options for the block identified as the most complex: the S-Box. Results of performance and area were then presented and compared with those of literature. / Este trabalho aborda a criptografia de dados com chave simétrica com uso do algoritmo de criptografia Rijndael, que é utilizado no Advanced Encryption Standard - AES. Devido a sua robustez, tem se tornado massivamente difundido em aplicações computacionais, comunicação e de difusão de media. Abrangendo todos os tamanhos e sabores de dispositivos de rede, o AES tem sido o padrão na hora da implementação e disponibilização dessas aplicações quando o requisito principal, além do desempenho, é a segurança, ou seja, praticamente todas as aplicações digitais nos dias de hoje. Em sistemas de processamento dotados dos modernos processadores, mesmo os de pequeno porte, é comum encontrar sistemas que executam os procedimentos de criptografia e decriptografia em software. Com a proliferação "explosiva" da adição de camadas de segurança em quase tudo que é processado dentro e fora dos dispositivos, mesmo em sistemas dotados de poderosos recursos computacionais, tem se tornado atrativa a possibilidade de executar essas camadas em (pequenos) recursos adicionais de hardware, desenvolvidos com finalidade específica. Nesta dissertação, foram estudados os fundamentos teóricos, envolvendo o AES, arquiteturas e implementações documentadas na literatura técnica e científica recente, bem como as metodologias e requisitos específicos para fins de desenvolvimento de sua implementação em hardware, focando, em especial, os sistemas móveis, onde desempenho tem que ser conseguido com baixo consumo de energia e pouca área. Foram desenvolvidos e validados funcionalmente modelos de referência em linguagem de alto nível para cada nível de hierarquia arquitetural compilado do referido estudo. Como prova de conceito, este trabalho consistiu em realizar o projeto de uma propriedade intelectual de núcleo de circuito integrado IP-core, digital para realização dos procedimentos de criptografia/decriptografia do AES, partindo do nível do pseudocódigo dos algoritmos até o nível de um núcleo (core) de circuito integrado digital. Das soluções estudadas na literatura recente, foram identificados módulos e operações passíveis de serem replicadas/reusadas. Uma microarquitetura para o AES completo foi implementada hierarquicamente até o nível de núcleo com standard cells posicionado e roteado, contemplando ainda 3 opções de implementação para o bloco reconhecidamente o mais complexo: o S-Box. Resultados de desempenho e área foram apresentados e comparados.

Growing usage of smart and portable electronic devices demands embedded system designers to provide solutions with better performance and reduced power consumption. Due to the new development of IoT and embedded systems usage, not only power and performance of these devices but also security of them is becoming an important design constraint. In this work, a novel aggressive scaling based on timing speculation is proposed to overcome the drawbacks of traditional DVFS and provide security from power analysis attacks at the same time. Dynamic voltage and frequency scaling (DVFS) is proven to be the most suitable technique for power efficiency in processor designs. Due to its promising benefits, the technique is still getting researchers attention to trade off power and performance of modern processor designs. The issues of traditional DVFS are: 1) Due to its pre-calculated operating points, the system is not able to suit to modern process variations. 2) Since Process Voltage and Temperature (PVT) variations are not considered, large timing margins are added to guarantee a safe operation in the presence of variations. The research work presented here addresses these issues by employing aggressive scaling mechanisms to achieve more power savings with increased performance. This approach uses in-situ timing error monitoring and recovering mechanisms to reduce extra timing margins and to account for process variations. A novel timing error detection and correction mechanism, to achieve more power savings or high performance, is presented. This novel technique has also been shown to improve security of processors against differential power analysis attacks technique. Differential power analysis attacks can extract secret information from embedded systems without knowing much details about the internal architecture of the device. Simulated and experimental data show that the novel technique can provide a performance improvement of 24% or power savings of 44% while occupying less area and power overhead. Overall, the proposed aggressive scaling technique provides an improvement in power consumption and performance while increasing the security of processors from power analysis attacks.

This Master Thesis deals with the side channels, AES encryption algorithm and the use of neural networks to obtain the encryption key. The first part of this work is focused on the basics of cryptography and attacks on cryptographic module. The second part is focused on electromagnetic side channel attack on PIC16F84A microcontroller with embedded AES algorithm. In this section, the Master Thesis tries to analyze electromagnetic emissions of operation S-Box in AES algorithm and try to find sensitive information to use neural network identify encryption key of the AES algorithm. In conclusion is described the software source code to determine the encryption key, summarized results and discussed ways to defend against electromagnetic side channel attack.

This diploma’s thesis discourses the cryptographic systems and ciphers, whose function, usage and practical implementation are analysed. In the first chapter basic cryptographic terms, symmetric and asymetric cryptographic algorithms and are mentioned. Also usage and reliability are analysed. Following chapters mention substitution, transposition, block and stream ciphers, which are elementary for most cryptographic algorithms. There are also mentioned the modes, which the ciphers work in. In the fourth chapter are described the principles of some chosen cryptographic algorithms. The objective is to make clear the essence of the algorithms’ behavior. When describing some more difficult algorithms the block scheme is added. At the end of each algorithm’s description the example of practical usage is written. The chapter no. five discusses the hardware implementation. Hardware and software implementation is compared from the practical point of view. Several design instruments are described and different hardware design programming languages with their progress, advantages and disadvantages are mentioned. Chapter six discourses the hardware implementation design of chosen ciphers. Concretely the design of stream cipher with pseudo-random sequence generator is designed in VHDL and also in Matlab. As the second design was chosen the block cipher GOST, which was designed in VHDL too. Both designs were tested and verified and then the results were summarized.