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Cryptology Academy · Lesson

True Randomness vs Pseudorandomness

Distinguish hardware entropy sources from software PRNGs.

Why Randomness Matters

Cryptographic security depends fundamentally on unpredictability. If an attacker can predict your key, IV, or nonce — even partially — the entire cryptographic system may collapse. Weak randomness has caused catastrophic real-world breaks.

True Random Number Generators (TRNGs)

TRNGs harvest physical entropy: thermal noise in resistors, shot noise in reverse-biased diodes, radioactive decay, mouse movements, keystroke timings, disk seek latencies. These are genuinely unpredictable physical phenomena.

All lessons in this course

  1. True Randomness vs Pseudorandomness
  2. Cryptographically Secure PRNGs
  3. Entropy Starvation & Weak-Key Bugs
  4. Generating Keys, Nonces & IVs Safely
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