Improving Cloud Security and Privacy Using Blockchain

B. Sowmiya, E. Poovammal
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Abstract

In recent years, securely sharing personal information between two parties involves high risk. Most of the medical health records and financial transactions includes huge uncertainty while storing and retrieving from cloud for query processing. Blockchain is an open platform where each transaction is tampered proof. Various methods like zero knowledge proof or hashing methods used to hide the sensitive information from the real world. When associating blockchain with cloud this uncertainty is reduced. The user information is segregated into two categories sensitive and non-sensitive using linear regression method before processing in cloud. To improve security and increase privacy from various attacks, the sensitive part of data is encrypted using ECC and non- sensitive part of data is encrypted using RSA algorithm. Using Ethereum blockchain the policy of the user is verified and query processing is done. The performance of the model is compared with the existing techniques and results are evaluated using the classification error rate and performance of security against manual attacks.
使用区块链改善云安全和隐私
近年来,在双方之间安全地共享个人信息涉及高风险。大多数医疗健康记录和金融交易在存储和从云检索进行查询处理时都存在巨大的不确定性。区块链是一个开放的平台,每个交易都是防篡改的。各种方法,如零知识证明或散列方法,用于向现实世界隐藏敏感信息。当将区块链与云联系起来时,这种不确定性就减少了。在云处理之前,采用线性回归方法将用户信息分为敏感和非敏感两类。为了提高安全性和增加隐私性,数据的敏感部分采用ECC加密,非敏感部分采用RSA算法加密。使用以太坊区块链验证用户的策略并完成查询处理。将该模型的性能与现有技术进行比较,并使用分类错误率和对人工攻击的安全性能对结果进行评估。
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