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对密码猜测任务的系统审查

Wei Yu1, Qingsong Yin2, Hao Yin1

  • 1The 30th Research Institute of China Electronics Technology Group Corporation, Chuangye Road, Chengdu 610093, China.

Entropy (Basel, Switzerland)
|September 28, 2023
PubMed
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本综述分析了从2016年到2023年的30多个密码猜测算法,对它们进行了分类,并提供了一个基准数据集. 它强调了网络安全的趋势,挑战和未来的研究方向.

科学领域:

  • 计算机科学 计算机科学
  • 网络安全 网络安全
  • 信息安全 信息安全

背景情况:

  • 密码猜测算法对网络安全构成重大威胁.
  • 已经开发了许多方法,需要一个全面的概述.

研究的目的:

  • 系统审查2016年至2023年间发表的密码猜测方法.
  • 建立分类分类学和创建一个基准数据集.
  • 确定该领域的趋势,挑战和未来的研究方向.

主要方法:

  • 对30多个密码猜测算法进行系统的文献审查.
  • 开发一种分类学,将方法分类为拖网和有针对性的猜测.
  • 研究趋势的图书统计分析和论文间的引用.
  • 为未来的研究创建一个广泛的基准数据集.

主要成果:

  • 一个全面的审查和分类的当代密码猜测技术.
  • 一个新的基准数据集,以促进可重复的研究.
  • 洞察研究趋势,包括深度学习的整合.

结论:

关键词:
深度学习是一种深度学习.通过猜测密码来猜测密码.有针对性的密码猜测.拖网捕捞 猜测密码 猜测密码

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  • 猜测密码仍然是一个关键的网络安全挑战.
  • 未来的研究应该集中在不同的场景,效率和混合AI方法上.
  • 提供的数据集和分析将指导未来的网络安全进步.