揭露金融机构内部个性化和基于游戏化的网络安全风险
Amna Shahzadi1, Kashif Ishaq1, Naeem A Nawaz1
1School of Systems and Technology, University of Management and Technology, Lahore, Pakistan.
PeerJ. Computer science
|March 10, 2025
概括
游戏化策略通过使用人工智能和用户行为洞察来打击不断变化的网络威胁来增强金融领域的网络安全. 这种方法有助于保护数字金融服务和电子银行平台免受复杂的攻击.
科学领域:
- 电子商务和网络安全
- 应用游戏设计原则 应用游戏设计原则
- 金融技术 (金融科技)
背景情况:
- 游戏化是客户参与和销售的关键电子商务策略.
- 金融服务的数字化增加了对复杂网络威胁的脆弱性.
- 现有的网络安全措施需要加强,以应对不断变化的威胁.
研究的目的:
- 探索游戏化在加强金融部门网络安全方面的作用.
- 检查AI增强的游戏化策略,以减轻网络威胁.
- 提供金融网络威胁和人工智能驱动的解决方案的分类.
主要方法:
- 对48篇学术文章 (2015-2024) 的系统文献综述.
- 分析营销,网站功能和电子银行中的游戏化整合.
- 评估用户行为,动机和准备在网络安全.
主要成果:
- 游戏化,特别是人工智能增强的游戏化,显示出在减轻网络威胁,如网络鱼和APT等方面的潜力.
- 个性化的游戏化策略可以改善用户与网络安全协议的互动.
- 一个分类系统对金融网络威胁进行了分类,并概述了人工智能驱动的预防和检测措施.
结论:
- 游戏化提供创新的解决方案,以加强网络安全,在日益数字化的金融行业.
- 人工智能增强的游戏化对于应对金融平台和游戏中的新型网络威胁至关重要.
- 需要进一步的研究,以充分利用游戏化来实现强大的网络安全实践.
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