Conceptualize the theoretical framework of Zero-Knowledge Proofs (ZKPs). Describe the three defining properties: completeness, soundness, and zero-knowledge. Provide a logical explanation of how a verifier can be convinced of a prover's knowledge without learning the secret itself, using the analogy of the Ali Baba cave.