Researchers are exploring various architectures and technologies to secure medical data exchange in cloud environments, including blockchain, federated learning, and artificial intelligence. Different approaches, such as multi-layered privacy-preserving architectures and post-quantum zero-trust architectures, are being proposed to enhance privacy and security in healthcare data management. The use of advanced cryptographic techniques and authentication systems is also being investigated to protect medical data in various settings, including IoT and smart cities.