Modelling Database Security through Agent-Based Simulation

R. Chiong, Sandeep Dhakal
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引用次数: 10

Abstract

This paper presents an implementation on modelling the database security using agent-based simulation (ABS). While ABS has been widely used for social simulations since the 1990s, not many previous studies have tried simulating scenarios in more technical domains and it is the main objective of this work to fill in the gap. We develop a database security simulation program that includes permission rules and immediate fixing of corrupted data. We show that when privileges are selectively granted based on certain rules and regulations, database security can be dramatically improved. We also demonstrate that if corrupted data are fixed immediately, the database will not collapse. In the concluding remarks, we present our observation on the advantages of ABS.
基于agent仿真的数据库安全建模
本文提出了一种利用基于代理的仿真(agent-based simulation, ABS)实现数据库安全建模的方法。虽然自20世纪90年代以来,ABS已被广泛用于社会模拟,但之前的研究并没有在更多的技术领域尝试模拟场景,而这项工作的主要目的是填补这一空白。我们开发了一个数据库安全模拟程序,包括权限规则和损坏数据的即时修复。我们表明,当根据某些规则和规定有选择地授予特权时,可以显著提高数据库安全性。我们还证明,如果损坏的数据被立即修复,数据库将不会崩溃。在结束语中,我们提出了我们对ABS优点的观察。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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