Random Number Generation and Measurement Techniques
Explore the world of random number generation, including true random number generators, pseudorandom number generators, quantum random number generators, and ways to measure randomness. Learn about hardware implementations, sources of entropy, and methods to ensure randomness in generating cryptographic keys.
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Presentation Transcript
Random Number Generation Random Number Generation CMPE220 DISCRETE COMPUTATIONAL STRUCTURES ANIL DOYRAN / 2020700051 20.01.2021 Sensitivity: Public
Entropy Source Entropy Source Reference: https://blog.cloudflare.com/ensuring-randomness-with-linuxs-random-number-generator/ Sensitivity: Public
Entropy Source Entropy Source Reference: https://ensan.net/wp-content/uploads/2020/05/random-bytes-entropy.png Sensitivity: Public
PRNG (Pseudorandom Number Generator) PRNG (Pseudorandom Number Generator) Reference: https://pit-claudel.fr/clement/blog/how-random-is-pseudo-random- testing-pseudo-random-number-generators-and-measuring-randomness/ Sensitivity: Public
T TRNG (True Random Number Generator) RNG (True Random Number Generator) TLS Accelerator Computer Card uses a hardware random number generator to generate cryptographic keys to encrypt data sent over computer networks Reference: https://en.wikipedia.org/wiki/Hardware_random_number_generator#/media/File:Sun-crypto-accelerator-1000.jpg Sensitivity: Public
QRNG (Quantum Random Number Generator) QRNG (Quantum Random Number Generator) Reference: https://www.idquantique.com/random-number-generation/products/quantis-qrng-chip/ Sensitivity: Public
How to measure the degree of randomness ? How to measure the degree of randomness ? https://nvlpubs.nist.gov/nistpubs/Legacy/SP/nistspecialpublication800-22r1a.pdf Sensitivity: Public
