正確な乱数はどうして必要なのか？

Title Why are accurate random numbers necessary? [Why Math.random() isn't enough] Overview Do you think Math.random() is sufficient? In fact, there was a case where a Russian criminal group beat casino slot machines by "predicting random numbers." "Appearing random" and "truly unpredictable" are completely different things. Cryptography, scientific simulations, games—the quality required of random numbers differs depending on the application, and the wrong choice can lead to real security incidents. This video clearly explains "why accurate random numbers are necessary," from the mechanism of pseudorandom numbers to quantum random numbers. Table of Contents 00:00 Opening 00:57 Computers Cannot Generate True Random Numbers 03:42 RANDU: The Worst Random Number Generator in History 05:51 Simulation Results Affected by Random Number Quality 07:10 The Fatal Weakness of the Mersenne Twister 08:06 The Debian OpenSSL and PS3 Incident 10:40 Different Concepts of "Accuracy" in Cryptography, Science, and Games 11:37 Cloudflare's Lava Ramp and Quantum Random Numbers 15:00 Random Numbers are Invisible Infrastructure References Mersenne Twister - Makoto Matsumoto, Takushi Nishimura (1997) NIST SP 800-22: Statistical Tests of Random Number Quality "Ron was wrong, Whit is right" - Lenstra et al. (2012) Research on Random Number Vulnerabilities in TLS Certificates Debian Security Advisory DSA-1571 (CVE-2008-0166) fail0verflow PS3 ECDSA Announcement (27C3, 2010) Cloudflare Blog "LavaRand in Production" (2017) V8 Blog "Math.random()" - Switching to xorshift128+ Linux Kernel 5.6 /dev/random Change Nobel Prize in Physics 2022 - Bell's Inequality Experiment bitcoin.org Official Alert: Android SecureRandom Vulnerability (2013) RANDU - Wikipedia / John D. Cook Explanation Intel DRNG Software Implementation Guide 📘 About This Channel This channel explains difficult topics in a fun and easy-to-understand way through dialogues between Zundamon and Metan, based on primary information and research data. #RandomNumbers #Security #Cryptography #Programming #TechnicalExplanation