Ephemeral keys are temporary cryptographic keys used for a single session or transaction to enhance security by ensuring that even if a key is compromised, it cannot be reused. They are commonly used in protocols like Diffie-Hellman and TLS to provide forward secrecy, preventing past communications from being decrypted if long-term keys are compromised in the future.