How Does the Birthday Paradox Influence the Design Choice of Hash Function Length?

The Birthday Paradox is the primary factor that dictates the minimum acceptable length for a secure hash function. Since the paradox halves the effective security against collision attacks, a hash function must have an output size at least double the desired security level.

For a 128-bit security level, a 256-bit hash (like SHA-256) is required.