Observation Measures to Profile User Security Behaviour

F. Foroughi, P. Luksch
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引用次数: 5

Abstract

Recognising user behaviour in real time is an important element of providing appropriate information and help to take suitable action or decision regarding cybersecurity threats. A user's security behaviour profile is a set of structured data and information to describe a user in an interactive environment between the user and computer. The first step for behaviour profiling is user behaviour model development including data collection. The data collection should be transparent as much as possible with minimum user interaction. Monitoring individual actions to obtain labelled training data is less costly and more effective in creating a behaviour profile. The most challenging issue in computer user security can be identifying suitable data. This research aims to determine required observation measures to capture user-system interactions to understand user's behaviour and create a user profile for cybersecurity purposes.
观察用户安全行为的措施
实时识别用户行为是提供适当信息的重要组成部分,有助于针对网络安全威胁采取适当的行动或决策。用户的安全行为概要是一组结构化数据和信息,用于描述用户在用户和计算机之间的交互环境中的情况。行为分析的第一步是用户行为模型的开发,包括数据收集。数据收集应该尽可能透明,并尽量减少用户交互。监测个人行为以获得标记的训练数据在创建行为概况方面成本更低,效率更高。计算机用户安全中最具挑战性的问题可能是识别合适的数据。本研究旨在确定所需的观察措施,以捕获用户-系统交互,以了解用户行为,并为网络安全目的创建用户档案。
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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