Random Number Generators for Computer Simulation and Cyber Security

Name: Random Number Generators for Computer Simulation and Cyber Security
Brand: Springer, Berlin
SKU: 9783031767210
Price: 18669 HUF
Availability: InStock

Design, Search, Theory, and Application

Szerző: Lih-Yuan Deng, Nirman Kumar, Henry Horng-Shing Lu, Ching-Chi Yang

Nyelv:

Kötés: Kemény kötésű

Kiadó: Springer, Berlin

Elérhetőség: Beszállítói készleten alacsony példányszámban

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This book discusses the theory and practice of random number generators that are useful for computer...

Információk a könyvről

Szerző

Lih-Yuan Deng, Nirman Kumar, Henry Horng-Shing Lu, Ching-Chi Yang

Nyelv

Angol

Kötés

Könyv - Kemény kötésű

Kiadva

2024

oldal

250

EAN

9783031767210

Enbook ID

46631431

Kiadó

Springer, Berlin

Súly

581

Méretek

168 x 240

Teljes leírás

This book discusses the theory and practice of random number generators that are useful for computer simulation and computer security applications. Random numbers are ubiquitous in computation. They are used in randomized algorithms to perform sampling or choose randomly initialized parameters or perform Markov Chain Monte Carlo (MCMC). They are also used in computer security applications for various purposes such as cryptographic nuances or in authenticators. In practice, the random numbers used by any of these applications are from a pseudo-random sequence. These pseudo-random sequences are generated by RNGs (random number generators). This book discusses the theory underlying such RNGs, which are used by all programmers. However, few try to understand the theory behind them. This topic is an active area of research, particularly when the generators are used for cryptographic applications. The authors introduce readers to RNGs, how they are judged for quality, the mathematical and statistical theory behind them, as well as provide details on how these can be implemented in any programming language. The book discusses non-linear transformations that use classical linear generators for cryptographic applications and how to optimize to make such generators more efficient. In addition, the book provides up-to-date research on RNGs including a modern class of efficient RNGs and shows how to search for new RNGs with good quality and how to parallelize these RNGs.

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Random Number Generators for Computer Simulation and Cyber Security

Design, Search, Theory, and Application

Információk a könyvről

Teljes leírás

Érdekelheti

Azok a vásárlók, akik ezt a könyvet megvásárolták, a következőket is megvásárolták