Secure Your Smart Home Data with Blockchain and Transfer Learning!

When smart home devices collect data, it's crucial to keep it safe and reliable. But how can we trust this data if it's stored in a centralized system that can fail? Meet TraVel, a smart solution that uses blockchain and transfer learning to manage IoT data securely. TraVel uses a system called IPFS to handle large data volumes. It teams up with a private Ethereum blockchain to make sure data is trustworthy and easy to access. Each data file gets a unique ID, like a fingerprint, created on IPFS.Smart contracts, which are like self-running programs, check data integrity and control who can access it. They only let good, non-harmful data into the blockchain system. Before data even gets there, an intelligent model called adversarial domain adaptation learning filters out any bad data. Think of TraVel as a smart security guard for your IoT data. It makes sure only the right people can access it and that the data is safe from harm. Tests showed that TraVel works well with blockchain settings. Using REMIX IDE and IPFS in simulations proved TraVel is reliable and can handle lots of data.