The primary challenge in ensuring data privacy in cloud computing lies in the effective management of data security and compliance with regulations. As organizations store sensitive information in the cloud, they must navigate issues related to data breaches, unauthorized access, and compliance with laws like GDPR or HIPAA. Ensuring that data is encrypted and managed according to best practices is vital. Organizations must also select trustworthy cloud service providers that implement robust security measures to protect data stored in their environments.