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Zero-Knowledge Proofs: Prove Without Revealing

A proof of a statement reveals nothing but its truth. The engineering question is what the statement costs to prove.

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A zero-knowledge proof lets a prover convince a verifier that a statement is true without revealing why. Formally: completeness (true statements verify), soundness (false statements do not), and zero knowledge (the verifier learns nothing beyond truth).

The families

  • Interactive proofs: multiple challenge-response rounds; needs interaction or Fiat-Shamir to become non-interactive.
  • zk-SNARKs: short proofs, fast verification, requires a trusted setup in many constructions.
  • zk-STARKs: transparent setup, larger proofs, hash-based assumptions.
  • Bulletproofs: no trusted setup, logarithmic proof size, expensive verification.

What you actually specify

A circuit or constraint system: x such that f(x, w) = 1, where w is the witness. The cost of proving is dominated by circuit size, which is why "prove you are over 18" is cheap and "prove a general computation" is not.

Takeaway: ZK is a tool for verifiable computation, not anonymity by itself. Decide the statement and the trust assumptions before comparing proof systems.