Evolving trends in cryptomining malware: a systematic literature review.

IF 2.2 Q1 CRIMINOLOGY & PENOLOGY
Crime Science Pub Date : 2026-01-01 Epub Date: 2026-01-31 DOI:10.1186/s40163-025-00267-5
Ema Mauko, Sara Rubini, Chimdi Igwe
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引用次数: 0

Abstract

The rise of 'cryptojacking' - the covert use of victim resources for unauthorised cryptocurrency mining - has become a significant cyber threat since the introduction of Bitcoin. Such cryptomining malware secretly hijacks a user's computational power to generate cryptocurrency without their knowledge or consent, leading to reduced and/or degraded performance at the victim's expense. This paper presents a systematic literature review of 119 articles tracing the evolution of cryptomining malware, past trends in their dissemination and detection, security recommendations, and anticipated future developments. We specifically highlight the dual impact of this threat, which targets not only individual users on devices like IoT, mobile phones, and cloud infrastructures, but also critical national infrastructure, large corporate networks, and high-traffic websites. Our analysis reveals that the threat landscape, which significantly expanded around 2017, continues to grow steadily. Additionally, we systematically identify and discuss detection methods - such as network traffic analysis, CPU utilization monitoring, and machine learning classifiers - as well as security recommendations like browser extensions, patch management, and network-level blocking. Our findings highlight the urgent need for a unified, multi-stakeholder security strategy to mitigate this pervasive and adaptable threat.

加密恶意软件的发展趋势:系统的文献综述。
自比特币问世以来,“加密劫持”(即秘密利用受害者资源进行未经授权的加密货币挖矿)的兴起已经成为一个重大的网络威胁。这种加密恶意软件会在用户不知情或不同意的情况下秘密劫持用户的计算能力来生成加密货币,从而以牺牲受害者为代价降低和/或降低性能。本文对119篇文章进行了系统的文献综述,这些文章追踪了加密恶意软件的演变,其传播和检测的过去趋势,安全建议以及预期的未来发展。我们特别强调了这种威胁的双重影响,它不仅针对物联网、移动电话和云基础设施等设备上的个人用户,还针对关键的国家基础设施、大型企业网络和高流量网站。我们的分析显示,威胁形势在2017年前后显著扩大,并继续稳步增长。此外,我们系统地识别和讨论检测方法-例如网络流量分析,CPU利用率监控和机器学习分类器-以及浏览器扩展,补丁管理和网络级阻止等安全建议。我们的研究结果强调了迫切需要一个统一的、多利益相关者的安全策略来减轻这种普遍和适应性强的威胁。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Crime Science
Crime Science Social Sciences-Cultural Studies
CiteScore
11.90
自引率
8.20%
发文量
12
审稿时长
13 weeks
期刊介绍: Crime Science is an international, interdisciplinary, peer-reviewed journal with an applied focus. The journal''s main focus is on research articles and systematic reviews that reflect the growing cooperation among a variety of fields, including environmental criminology, economics, engineering, geography, public health, psychology, statistics and urban planning, on improving the detection, prevention and understanding of crime and disorder. Crime Science will publish theoretical articles that are relevant to the field, for example, approaches that integrate theories from different disciplines. The goal of the journal is to broaden the scientific base for the understanding, analysis and control of crime and disorder. It is aimed at researchers, practitioners and policy-makers with an interest in crime reduction. It will also publish short contributions on timely topics including crime patterns, technological advances for detection and prevention, and analytical techniques, and on the crime reduction applications of research from a wide range of fields. Crime Science publishes research articles, systematic reviews, short contributions and theoretical articles. While Crime Science uses the APA reference style, the journal welcomes submissions using alternative reference styles on a case-by-case basis.
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