Researchers are exploring the use of blockchain consensus algorithms for secure information sharing in supply chains, with some studies incorporating technologies such as convolutional neural networks and federated learning. Various frameworks and platforms are being proposed to ensure data integrity and access control, with applications in areas like maritime and logistics. The use of blockchain in these contexts is being investigated for its potential to enhance security and efficiency, with some studies also considering the integration of other technologies like quantum security and reinforcement learning.