The proposed proxy-based multicloud framework enables dynamic collaboration and resource sharing without needing preestablished agreements, addressing privacy and trust issues in cloud environments. It allows clients to leverage services from multiple clouds simultaneously, utilizing proxies to manage interactions and ensure privacy while mitigating insider threats. The framework includes modules for collaboration, clients/users, cloud service providers, and proxy service providers, enhancing cloud capabilities and enabling the composition of cross-cloud services.