Researchers are exploring the use of blockchain technology to create secure and private frameworks for various applications, including securities trading and healthcare data management. The proposed frameworks often incorporate additional technologies such as federated learning, artificial intelligence, and post-quantum security to enhance privacy and security. Different approaches and systems, including hybrid blockchain models and blockchain-based authentication systems, are being developed and reviewed.