Hash function security is crucial for ensuring data integrity and authenticity, as it prevents unauthorized alterations and collisions in cryptographic applications. A secure hash function should be resistant to pre-image attacks, second pre-image attacks, and collision attacks, maintaining its robustness against evolving computational capabilities.