A blockchain-based log storage model with efficient query

【Author】 Xu, Gang; Yun, Fan; Xu, Shiyuan; Yu, Yiying; Chen, Xiu-Bo; Dong, Mianxiong

【Source】SOFT COMPUTING

【影响因子】3.732

【Abstract】Server logs are always essential in website maintenance. The services maintained may encounter various problems, and the logs generated by the server are the core data for locating the problem. However, existing log storage systems are susceptible to single points of failure, which can lead to potential log leakage. Meanwhile, external adversaries can tamper with logs to avoid tracking, and administrators can also tamper with logs to evade responsibility. In order to solve these tough shortcomings effectively, introducing blockchain networks seems to be an appropriate solution due to their immutability and decentralized nature. Traditional blockchains lack scalability in storing large files, but this can be tackled by storing log data in the interplanetary file system (IPFS). In this paper, we propose a log data storage scheme combined with blockchain networks and the IPFS technique. First, we utilize the IPFS to store extensive file log data and combine blockchain systems to realize decentralized log data storage in a secure manner. Second, to optimize the query efficiency of log data, we propose two improved Merkle tree methods, providing rapid queries of log data with a timestamp as query keywords (only one-third of the BBT in range query time). Finally, our comprehensive experimental results show that the two proposed methods have better log retrieval efficiency.

【Keywords】Blockchain network; Log storage; Interplanetary file system; Merkle tree; Information security; Optimization

【发表时间】2023 2023 JUL 24

【收录时间】2023-08-19

【文献类型】

【主题类别】

--