Cardano ensures privacy and confidentiality in stakeholder participation through pseudonymous identities, cryptographic techniques, and privacy-preserving protocols that protect stakeholder identities, preferences, and participation details from unauthorized access or disclosure, preserving the security and anonymity of stakeholder engagement on the blockchain.