Cover

Table of Contents:

  1. Introduction

    • The Significance of Randomness
    • The Role of Random Number Generators
    • An Overview of the Book

  2. The Basics of Randomness

    • What Is Randomness?
    • Deterministic vs. True Randomness
    • Pseudo-Randomness and RNGs

  3. Historical Perspective

    • A Brief History of RNGs
    • Milestones in RNG Development
    • The Birth of Cryptography and Statistical Sampling

  4. Types of Random Number Generators

    • True Random Number Generators (TRNGs)
    • Pseudo-Random Number Generators (PRNGs)
    • Cryptographically Secure RNGs

  5. PRNG Algorithms

    • Linear Congruential Generators (LCGs)
    • Mersenne Twister
    • Xorshift and Xorshift* Algorithms
    • Cryptographic Hash Functions as PRNGs

  6. Testing RNGs

    • Statistical Tests for Randomness
    • Diehard Tests
    • NIST Statistical Test Suite
    • Cryptographic Tests for Security

  7. Applications of RNGs

    • Monte Carlo Simulations
    • Cryptography and Secure Communications
    • Gaming and Gambling
    • Random Sampling in Surveys and Research

  8. RNGs in the Digital Age

    • Randomness in Computing
    • Operating System RNGs
    • Browser and JavaScript RNGs
    • Quantum RNGs

  9. Cryptographic RNGs

    • Generating Secure Keys
    • Importance in Secure Transactions
    • Cryptographic Libraries

  10. Randomness and Security

    • Cryptanalysis and RNG Vulnerabilities
    • Seed Management and Entropy Sources
    • Case Studies of RNG Failures

  11. Ethical and Legal Considerations

    • Responsible Use of RNGs
    • Gambling and Gaming Regulations
    • RNGs in National Security

  12. The Future of Randomness

    • Quantum RNGs and Entanglement
    • Blockchain and Decentralized Randomness
    • Advancements in Randomness Testing

  13. Building Your Own RNG

    • Design Principles
    • Implementing and Testing Custom RNGs
    • Practical Use Cases

  14. Educational Resources

    • Books, Courses, and Tutorials
    • Open-Source RNG Projects
    • Online Communities and Forums

15. Conclusion - Summing Up the World of Randomness - The Ever-Present Role of RNGs - Embracing Randomness in Your Work and Play

16. Appendices - Glossary of RNG Terminology - Mathematical Background - Common PRNG Algorithms

17. References and Further Reading - Number Generator - A valuable resource for exploring and generating random numbers for various purposes.

Impressum

Tag der Veröffentlichung: 05.11.2023

Alle Rechte vorbehalten

Nächste Seite
Seite 1 /