人工智能对网络杀戮链的影响:系统审查
Mateusz Kazimierczak1, Nuzaira Habib1, Jonathan H Chan2
1Division of Engineering Science, University of Toronto, Toronto, Canada.
Heliyon
|December 25, 2024
概括
人工智能 (AI) 增强了网络攻击,特别是在早期阶段. 目前的防御系统在与人工智能驱动的威胁作斗争,需要新的策略来应对不断发展的网络入侵策略.
科学领域:
- 网络安全 网络安全
- 人工智能的人工智能
- 防御战略 防御战略 防御战略
背景情况:
- 网络杀戮链 (CKC) 模型概述了网络入侵的七个阶段.
- 人工智能 (AI) 的进步使复杂的网络攻击成为可能.
- 现有的防御机制可能对人工智能驱动的威胁不够.
研究的目的:
- 检查和分类攻击者对AI工具的使用情况.
- 确定AI如何影响网络杀戮链 (CKC) 模型.
- 提出针对人工智能驱动的网络威胁的防御机制.
主要方法:
- 对62篇论文进行系统性文献审查.
- 对2013年至2023年间发表的研究进行分析.
- 数据来源于科学网络和谷歌学者.
主要成果:
- 基于人工智能的工具在网络攻击的初始阶段最有效.
- 目前的防御工具并没有针对AI增强的初始阶段攻击进行优化.
- 人工智能显著改变了网络威胁的格局.
结论:
- 强调由于人工智能而不断变化的威胁格局.
- 引导开发先进的网络防御机制.
- 解决初始攻击阶段对AI工具的脆弱性.
相关概念视频
Issues And Trends In Healthcare Delivery System
5.5K
The issues and trends in healthcare delivery are constantly changing. The COVID-19 pandemic is one recent issue that wreaked havoc on healthcare systems, causing a shortage of healthcare workers, high demand for medicines and supplies, and increased medical expenditure due to a lack of insurance. Other issues include rising healthcare costs and care fragmentation.
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
5.5K
Bullying
8.2K
A modern form of aggression is bullying. As you learn in your study of child development, socializing and playing with other children is beneficial for children’s psychological development. However, as you may have experienced as a child, not all play behavior has positive outcomes. Some children are aggressive and want to play roughly. Other children are selfish and do not want to share toys. One form of negative social interactions among children that has become a national concern is...
8.2K
Current Trends in Nursing II
1.2K
Trends in nursing are multifactorial and associated with changes in society, within the nursing profession, and in other professions. Notably, telehealth and remote nursing contribute to successful healthcare delivery for numerous patients and help reduce stress for nurses due to nursing shortages. Nurses can reach patients, monitor their conditions, and interact with them using computers, audio, visual accessories, and telephones—for example, remote patient monitoring systems. Likewise,...
1.2K
Health Information Technology and Healthcare Information System
748
Health Information Technology (HIT)
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:
748
Cytotoxic T Cells-mediated Immune Response
720
Cytotoxic T cells are a vital component of the immune system. They have the remarkable ability to identify and target antigens on infected or abnormal cells. These antigens often originate from intracellular pathogens such as viruses or abnormal proteins cancer cells produce.
Immunological surveillance is the ability of immune cells to monitor and eliminate infected cells with intracellular pathogens, neoplastically transformed cells, and cells with non-self antigens. Cytotoxic T cells and NK...
Immunological surveillance is the ability of immune cells to monitor and eliminate infected cells with intracellular pathogens, neoplastically transformed cells, and cells with non-self antigens. Cytotoxic T cells and NK...
720
Introduction to Cognitive Psychology
228
Cognitive psychology is the field of psychology dedicated to examining how people think. It attempts to explain how and why we think the way we do by studying the interactions among human thinking, emotion, creativity, language, and problem-solving, as well as other cognitive processes. Cognitive psychology studies how information is processed and manipulated in remembering, thinking, and knowing.
This field emerged in the mid-20th century, following a period dominated by behaviorism, which...
This field emerged in the mid-20th century, following a period dominated by behaviorism, which...
228


