Jove
Visualize
联系我们
JoVE
x logofacebook logolinkedin logoyoutube logo
关于 JoVE
概览领导团队博客JoVE 帮助中心
作者
出版流程编辑委员会范围与政策同行评审常见问题投稿
图书馆员
用户评价订阅访问资源图书馆顾问委员会常见问题
研究
JoVE JournalMethods CollectionsJoVE Encyclopedia of Experiments存档
教育
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab Manual教师资源中心教师网站
使用条款与条件
隐私政策
政策

相关概念视频

Distribution Reliability and Automation01:25

Distribution Reliability and Automation

488
Distribution reliability in electrical power systems is critical for ensuring an uninterrupted power supply to consumers at minimal cost. According to IEEE Standard Terms, reliability is the probability that a device will function without failure over a specified time period or amount of usage. For electric power distribution, this translates to maintaining continuous power supply and addressing customer concerns over power outages. Several indices, as defined by IEEE Standard 1366-2012, are...
488

您也可能阅读

相关文章

通过共同作者、期刊和引用图与本文相关的文章。

排序
Same author

Haploidentical hematopoietic stem cell transplant in paroxysmal nocturnal hemoglobinuria.

Leukemia & lymphoma·2016
Same author

Antimicrobial Blue Light Inactivation of Gram-Negative Pathogens in Biofilms: In Vitro and In Vivo Studies.

The Journal of infectious diseases·2016
Same author

Antimicrobial blue light inactivation of Candida albicans: In vitro and in vivo studies.

Virulence·2016
Same author

Validation and Application of an LC-MS-MS Method for the Determination of Ceftizoxime in Human Serum and Urine.

Journal of chromatographic science·2016
Same author

Antifungal activity of Rubus chingii extract combined with fluconazole against fluconazole-resistant Candida albicans.

Microbiology and immunology·2016
Same author

Biological characterization of metanephric mesenchymal stem cells from the Beijing duck.

Experimental and therapeutic medicine·2016

相关实验视频

Updated: Apr 7, 2026

A Precise and Autonomous System for the Detection of Insect Emergence Patterns
06:22

A Precise and Autonomous System for the Detection of Insect Emergence Patterns

Published on: January 9, 2019

6.3K

从数据的角度对支持人工智能的入侵检测系统进行可靠的评估.

Hui-Juan Zhang1, Kai Yang1, Peng Ran1

  • 1Research Institute of Safety Technology, Research Institute of China Mobile, Beijing, China.

PloS one
|October 31, 2025
PubMed
概括

本研究引入了一种多指标综合评估方法 (MICEM) 来评估入侵检测系统 (IDS) 数据质量. MICEM解决了数据改和腐败问题,确保可靠的人工智能 (AI) 决策,以加强网络安全.

科学领域:

  • 网络安全 网络安全
  • 人工智能的人工智能
  • 数据科学数据科学数据科学

背景情况:

  • 侵入检测系统 (IDS) 对网络安全至关重要.
  • 现有的IDS人工智能模型忽视了数据质量差的影响.
  • 数据完整性问题,如改和中毒,侵蚀了对人工智能驱动的IDS的信任.

研究的目的:

  • 为评估入侵检测数据质量提出一个多指标综合评估方法 (MICEM).
  • 通过解决数据质量问题,提高AI支持的IDS的可靠性和可用性.
  • 为验证AI在网络安全中的决策提供以数据为中心的方法.

主要方法:

  • 建立了几个评估指标来分析入侵检测数据中的潜在风险.
  • 开发了评估数据质量维度的具体定量方法.
  • 使用MICEM进行了全面的评估,以确定整体数据质量.

主要成果:

  • 拟议的MICEM有效评估入侵检测数据的质量.
  • 开发了定量指标以识别数据风险.
  • 综合评估保证了人工智能支持的IDS的可靠性.

更多相关视频

Author Spotlight: Addressing Technical and Subjective Challenges in Measuring Classroom Attention
06:37

Author Spotlight: Addressing Technical and Subjective Challenges in Measuring Classroom Attention

Published on: December 15, 2023

5.7K

相关实验视频

Last Updated: Apr 7, 2026

A Precise and Autonomous System for the Detection of Insect Emergence Patterns
06:22

A Precise and Autonomous System for the Detection of Insect Emergence Patterns

Published on: January 9, 2019

6.3K
Author Spotlight: Addressing Technical and Subjective Challenges in Measuring Classroom Attention
06:37

Author Spotlight: Addressing Technical and Subjective Challenges in Measuring Classroom Attention

Published on: December 15, 2023

5.7K

结论:

  • 通过专注于数据质量,MICEM确保了IDS中AI决策的可靠性.
  • 该方法解决了数据完整性问题,缓解了人工智能模型中的信任危机.
  • 有效性和实用性在基准和现实世界数据集上得到验证.