Universal Hashing

Why it matters

Universal hashing gives collision bounds. Understanding shapes hashing.

The architecture

Family H with universal property.

Randomly choose h.

Expected O(1) per op.

How it works end to end

Linear + Multiply-shift families.

Amortized O(1) hash ops.

Adversary can't force collisions.