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相关概念视频

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The Frost circle or the inscribed polygon method is a graphical method for determining the relative energies of π molecular orbitals (MOs) for planar, fully conjugated, and monocyclic compounds. This method was first described by A. A. Frost and Boris Musulin in 1953.
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在多云环境中,采矿使用交易量分配器和简单的哈希算法来保护隐私的关联规则.

D Dhinakaran1, S Gopalakrishnan2, D Selvaraj3

  • 1Department of Computer Science and Engineering, Vel Tech Rangarajan Dr. Sagunthala R&D Institute of Science and Technology, Chennai, India.

MethodsX
|May 7, 2025
PubMed
概括
此摘要是机器生成的。

本研究介绍了一个多云隐私框架,使用简单的哈希算法 (FHA) 和交易计算器和分配器来安全地频繁地进行项目集采矿. ATid算法提高了可扩展性,并减少了计算时间和通信成本.

关键词:
协会规则 采矿 采矿规则数据加密数据加密.数据隐私 数据隐私分布式数据分析分布式数据分析简单的哈希算法,交易计算器和分配器,以及ATid算法.经常出现的项目 设置采矿水平分区是指水平的分区.

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科学领域:

  • 计算机科学 计算机科学
  • 数据安全 数据安全
  • 云计算 云计算 云计算 云计算

背景情况:

  • 数据驱动的决策需要安全地从分布式数据集中提取知识.
  • 当外包数据用于诸如频繁项目和挖矿等任务时,隐私问题就会出现.
  • 平衡数据敏感性与洞察力交付是一个关键的挑战.

研究的目的:

  • 提出一个新的多云隐私框架,用于安全的频繁项目和采矿.
  • 为了提高保护隐私的数据挖掘的效率和可扩展性.
  • 在分布式云平台的数据传输和计算过程中解决隐私问题.

主要方法:

  • 一个多云隐私框架,结合了交易计算器和分配器模块以及简单的哈希算法 (FHA).
  • 引入阿普里奥里与潮减少 (ATid) 算法,以提高可扩展性和计算效率.
  • 使用多个数据集进行性能评估,与现有方法进行比较.

主要成果:

  • 与现有方法相比,拟议的框架显示出更高的性能.
  • 加密和解密过程可将计算时间缩短高达25%.
  • 通信成本降低了大约15%,提高了可扩展性和减少了通信开销.

结论:

  • 多云隐私框架有效地保护数据在传输和计算过程中.
  • 该ATid算法显著提高了可扩展性和运营效率在频繁的项目集采矿.
  • 拟议的方法为分布式数据挖掘提供了一个安全,高效和可扩展的解决方案.