Abstract:
Following the introduction of the IoT (Internet of Things) and the rapid growth of digital applications, data is collected from a wide variety of sources at an astonishing rate and is growing exponentially. Social media, cloud computing, and data analytics enable massive data collection. Many fields now discuss big data. Big data is hard to store and analyze, and it threatens personal data security. This study addresses big data security and privacy issues with a blockchain-based security model. Blockchain-based Special Key Security Model (BSKM). For big data, BSKM proposes, implements, and integrates confidentiality, integrity, and availability. This model simplifies read, write, update, and delete operations on a database with real data. This study used a special key to read, write, update, and delete all blockchain transactions, ensuring confidentiality and integrity. Using a special key for all blockchain transaction operations on big data, authorization and access control can be established between processes and users. Thus, unlike published studies, all transactions were guaranteed data confidentiality, integrity, and consistency. An experimental study of the proposed BSKM model’s application compared its results. This study also demonstrated the path compression algorithm’s efficacy and benefits. Experimental studies modeling big data demonstrated this result and suggest further research.
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