Padding oracle attacks exploit vulnerabilities in systems that reveal whether padding is valid or invalid after decrypting encrypted data. An attacker can use this information to decrypt ciphertext by manipulating plaintext blocks and observing the oracle's responses. The document describes the Vaudenay padding oracle attack technique in detail, explaining how an attacker can use a padding oracle to decrypt individual blocks of ciphertext one byte at a time through a brute force approach.