A Complete Log Files Security Solution Using Anomaly Detection and Blockchain Technology

Tshun Kong Chan, I. F. Kamsin, S. Amin, N. Zainal
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Abstract

Tamper-proof log files has always been desired in any business settings as it is usually the prime target of bad actors to eliminate their presence in a cyber-attack, while the current log files solutions are mostly insufficient when it comes to practicality and efficiency. The research aims to propose a complete log files solution to prevent hackers from tampering with a system log record using blockchain technology and minimizes the scalability issues of current blockchain-based log files solution with anomaly detection frameworks. The research will focus on gathering data using purposive sampling method by distributing surveys to carefully selected populations to draw conclusions based on the information gathered. In conclusion, the proposed system will feature a blockchain-based log files security solution with anomaly detection built on top to minimize the scalability issues of blockchain technology and to act as a secondary intrusion detection system to achieve defense-in-depth. Future recommendations for the proposed system involve the use of a better anomaly detection framework or more efficient blockchain technology.
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使用异常检测和区块链技术的完整日志文件安全解决方案
在任何业务设置中都需要防篡改日志文件,因为它通常是恶意行为者在网络攻击中消除其存在的主要目标,而当前的日志文件解决方案在实用性和效率方面大多不足。该研究旨在提出一个完整的日志文件解决方案,以防止黑客使用区块链技术篡改系统日志记录,并通过异常检测框架最大限度地减少当前基于区块链的日志文件解决方案的可扩展性问题。研究的重点是通过对精心挑选的人群进行调查,利用有目的的抽样方法收集数据,并根据收集到的信息得出结论。总之,拟议的系统将采用基于区块链的日志文件安全解决方案,并在其上构建异常检测,以最大限度地减少区块链技术的可扩展性问题,并作为二级入侵检测系统,实现深度防御。对拟议系统的未来建议包括使用更好的异常检测框架或更有效的区块链技术。
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