Random Number Generators for Computer Simulation and Cyber Security

Introduction.- Classical Random Number Generators for Computer Simulation.- Searching for Large Order MRG's.- Methods to Improve Basic Generators and Statistical Justifications.- Family of Efficient MRGs.- Quality Assessment for Random Number Generators.- Spectral Test for Judging MRG Quality.- Parallel RNG Methods.- MRGs with Many Non-zero Terms and its Efficient Implementation.- Empirical Tests on RNG.- Review of Secure Random Number Generators.- Secure RNG for Security Applications.- Review of Classical Ciphers.- Modern Software and Hardware Stream Ciphers.- Design of Secure Random Number Generators.- General Design Principle of New Class of Secure RNGs.- Specific Classes of Secure and Efficient RNGs.- Design and Implementation of R packages.

• Erscheinungsdatum: 07.03.2025
• Autor/Autorin: Lih-Yuan Deng,Nirman Kumar,Henry Horng-Shing Lu,Ching-Chi Yang
• Reihe: Synthesis Collection of Technology (R0)
• Format: E-Book
• Dateiformat: PDF
• Kopierschutz: Wasserzeichen
• Dateigröße: 5.6 MB
• Verlag: SPRINGER
• Sprache: Englisch
• Umfang: 250 Seiten
• ISBN: 9783031767227
• Lieferung: Sofort per Download
• Hinweis: Sofort per Download lieferbar. Kein physischer Versand.
• Kompatibilität: Lesbar auf Geräten und Apps mit PDF-Unterstützung.