应用人工智能改善网络安全专家的情境培训

IF 0.5 Q4 EDUCATION & EDUCATIONAL RESEARCH Information Technologies and Learning Tools Pub Date : 2023-10-30 DOI:10.33407/itlt.v97i5.5424
Yurii V. Shchavinsky, Tetiana M. Muzhanova, Yuriy M. Yakymenko, Mykhailo M. Zaporozhchenko
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引用次数: 0

摘要

由于组织、企业、社会和国家对信息和网络安全的威胁不断增长和演变,本文确定了网络安全专业人员需要不断发展和提高实践技能的问题。根据乌克兰教育改革的战略方向,实施创新技术以改善高等教育机构网络安全专家发展技术和管理能力的方法是合理的。培养网络安全专业人员迅速应对威胁的能力和技能与网络犯罪分子使用人工智能有关。本工作的分析使我们得出结论,情境教学法作为培养高等院校网络安全与信息安全专业学生能力的主要途径之一,需要改进。改进方法的方法之一是使用人工智能工具为类创建各种类型的任务。为了创造解决网络安全管理和网络事件冲突情况的教育情境和选择,旨在培养未来网络安全管理人员做出及时、正确和有效决策的技能,它提出使用人工智能工具- ChatGPT语言模型。由于其出色的能力,包括总结和分析文章、编码、调试和生成情境主题块,它代表了人工智能领域的重大进步。ChatGPT的应用允许在短时间内创建必要数量的情境任务,并提供正确的解决方案选项,涵盖网络安全专家的所有活动领域。然而,在研究过程中,需要对模型提供的信息进行批判性评估和验证,以确保其符合适用于每种具体情况的背景和规则、法律和道德规范。这个问题通过细化和指定对ChatGPT语言模型的请求来生成情景来解决。
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APPLICATION OF ARTIFICIAL INTELLIGENCE FOR IMPROVING SITUATIONAL TRAINING OF CYBERSECURITY SPECIALISTS
The article identifies the problem of the need for continuous development and improvement of practical skills for cybersecurity professionals due to the constant growth and evolution of threats to information and cyber security for organizations, businesses, society, and the state. The relevance of implementing innovative technologies to improve the methods of developing technical and managerial competencies of cybersecurity specialists in higher education institutions is justified in accordance with the strategic direction of education reform in Ukraine. The relevance of developing the ability and skills for cybersecurity professionals to respond promptly to threats is associated with the use of artificial intelligence by cybercriminals. The analysis conducted in this work allowed us to conclude the need for improvement of the situational teaching method as one of the main ways to develop the competencies of students majoring in Cybersecurity and Information Security in higher education institutions. One of the ways to improve the method is to use artificial intelligence tools in creating various types of tasks for classes. To create educational situations and options for resolving conflicting situations in cybersecurity management and cyber incidents with the aim of developing skills in future cybersecurity managers to make timely, correct, and effective decisions, it proposed to use the artificial intelligence tool - the ChatGPT language model. Thanks to its excellent capabilities, which include summarizing and analyzing articles, encoding, debugging, and generating thematic blocks of situations, it represents significant progress in the field of artificial intelligence. The application of ChatGPT allowed the creation of the necessary number of situational tasks with options for correct solutions in a short time, covering all areas of activity for cybersecurity specialists. However, during the research, there was a need for critical evaluation and verification of the information provided by the model for compliance with the context and rules, laws, and ethical norms that apply in each specific situation. This issue addressed by refining and specifying the request to the ChatGPT language model to generate situations.
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来源期刊
Information Technologies and Learning Tools
Information Technologies and Learning Tools EDUCATION & EDUCATIONAL RESEARCH-
自引率
50.00%
发文量
89
审稿时长
40 weeks
期刊最新文献
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