Random Number Generators: Verilog Description, Hardware Implementation and Applications
暫譯: 隨機數生成器：Verilog 描述、硬體實現與應用
De La Fraga, Luis Gerardo, Rodríguez-Muñoz, José David, Tlelo-Cuautle, Esteban
商品描述
This book discusses the details of random number generation (RNG) as a key technology that is used for information security in various fields, such as electronic commerce and authentication. Readers will see how random numbers are used in various applications such as in the generation of keys for data encryption, games, lotteries, sampling, simulations, statistical sampling, search/sort algorithms, and gambling. The authors describe how the classification of RNGs encompasses linear and nonlinear (chaotic) pseudo and truly random number generators, and how they can be evaluated by applying statistical tests.
- Covers a vast array of special topics on fractional-order chaotic circuits and systems to develop applications in information security;
- Describes details of using FPGAs to approach chaotic maps and fractional-order circuits and systems for hardware security;
- Includes Verilog hardware description for random number generation.
商品描述(中文翻譯)
這本書討論了隨機數生成（RNG）的細節，這是一項在電子商務和身份驗證等各個領域中用於資訊安全的關鍵技術。讀者將了解隨機數在各種應用中的使用，例如數據加密的金鑰生成、遊戲、彩票、抽樣、模擬、統計抽樣、搜尋/排序演算法以及賭博。作者描述了RNG的分類，包括線性和非線性（混沌）偽隨機數生成器和真正的隨機數生成器，以及如何通過應用統計測試來評估它們。
- 涵蓋了大量有關分數階混沌電路和系統的特殊主題，以開發資訊安全應用；
- 描述了使用FPGA接近混沌映射和分數階電路及系統以實現硬體安全的細節；
- 包含隨機數生成的Verilog硬體描述。
作者簡介
Dr. L.G. de la Fraga received the B.S. degree in electrical engineering from Instituto Tecnológico de Veracruz, Veracruz, México in 1992; he received the M.Sc degree from the Instituto Nacional de Astrofísica Optica y Electrónica (INAOE), Puebla, México, in 1994; and the Ph.D. degree from the Autonomous University of Madrid, Spain, in 1998. Since 2000 he is in the Computer Science Department at the Center of Research and Advanced Studies (Cinvestav), in Mexico City. He research areas include Computer Vision, Optimization, Applied Mathematics, Machine Learning, and Network Security. He is very enthusiastic of open software and GNU/Linux systems. Dr. De la Fraga has published 3 books and more than 100 articles in journals and international conferences. He is member of ACM and IEEE societies since 2005.
José David Rodríguez-Muñoz received his B.Sc. degree from Tecnológico de Nuevo Laredo, México, in 2021, and his M.Sc. degree from Instituto Nacional de Astrofísica, Óptica y Electrónica (INAOE), México. He is currently pursuing a Ph.D. in Electronics at INAOE. He has authored three articles in international journals. His research interests include chaotic systems, digital signal processing, digital system design with FPGA, and IoT security.
Esteban Tlelo Cuautle received a B.Sc. degree from Instituto Tecnológico de Puebla, México in 1993. He then received both M.Sc. and Ph.D. degrees from Instituto Nacional de Astrofísica, Óptica y Electrónica (INAOE), México in 1995 and 2000, respectively. He has authored 6 books, edited 14 books and around 300 works published in book chapters, international journals and conferences. He serves as Associate Editor in Integration the VLSI Journal, Engineering Applications of Artificial Intelligence, Fractal and fractional, International Journal of Circuit Theory and Appications and Electronics. His research interests include analog signal processing, synthesis and design of integrated circuits, multi-objective optimization, metaheuristics, chaotic systems, IoT security, symbolic analysis and analog/RF and mixed-signal design automation tools.
作者簡介(中文翻譯)
Dr. L.G. de la Fraga於1992年在墨西哥韋拉克魯斯的韋拉克魯斯科技學院獲得電機工程學士學位；1994年在墨西哥普埃布拉的國立天文學、光學與電子學院（INAOE）獲得碩士學位；1998年在西班牙馬德里的自治大學獲得博士學位。自2000年以來，他在墨西哥城的高級研究中心（Cinvestav）計算機科學系工作。他的研究領域包括計算機視覺、優化、應用數學、機器學習和網絡安全。他對開源軟體和GNU/Linux系統非常熱衷。Dr. De la Fraga已出版3本書籍和超過100篇期刊及國際會議文章。自2005年以來，他是ACM和IEEE的會員。
José David Rodríguez-Muñoz於2021年在墨西哥新拉雷多科技學院獲得學士學位，並在國立天文學、光學與電子學院（INAOE）獲得碩士學位。他目前正在INAOE攻讀電子學博士學位。他已在國際期刊上發表三篇文章。他的研究興趣包括混沌系統、數位信號處理、基於FPGA的數位系統設計以及物聯網安全。
Esteban Tlelo Cuautle於1993年在墨西哥普埃布拉科技學院獲得學士學位。隨後，他於1995年和2000年分別在國立天文學、光學與電子學院（INAOE）獲得碩士和博士學位。他已出版6本書籍，編輯14本書籍，並在書籍章節、國際期刊和會議上發表約300篇作品。他擔任《VLSI期刊整合》、《人工智慧工程應用》、《分形與分數》、《電路理論與應用國際期刊》和《電子學》的副編輯。他的研究興趣包括類比信號處理、集成電路的合成與設計、多目標優化、元啟發式演算法、混沌系統、物聯網安全、符號分析以及類比/RF和混合信號設計自動化工具。
