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A Systematic Review of Recommender Systems and Their Applications in Cybersecurity

机译:对建议制度的系统审查及其在网络安全中的应用

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摘要

This paper discusses the valuable role recommender systems may play in cybersecurity. First, a comprehensive presentation of recommender system types is presented, as well as their advantages and disadvantages, possible applications and security concerns. Then, the paper collects and presents the state of the art concerning the use of recommender systems in cybersecurity; both the existing solutions and future ideas are presented. The contribution of this paper is two-fold: to date, to the best of our knowledge, there has been no work collecting the applications of recommenders for cybersecurity. Moreover, this paper attempts to complete a comprehensive survey of recommender types, after noticing that other works usually mention two–three types at once and neglect the others.
机译:本文讨论了有价值的角色推荐系统可以在网络安全中发挥作用。首先,提出了全面演示了推荐系统类型,以及它们的优缺点,可能的应用和安全问题。然后,本文收集并提出了关于在网络安全中使用推荐系统的领域的状态;提出了现有的解决方案和未来的想法。本文的贡献是两倍:迄今为止,据我们所知,迄今为止,没有任何工作,没有任何工作收集推荐人的网络安全。此外,本文试图完成对推荐人的全面调查,在注意其他作品通常一次提及两三种类型并忽视其他作品。

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