A survey on malware attacks in industrial air-gap systems

The Industrial Control System (ICS) encompasses various control systems, industrial equipment, and instrumentation critical to manufacturing processes. As cyber threats have exponentially increased in recent years, large organizations allocate substantial portions of their budgets to safeguard sensitive information. One effective security measure is the use of air-gapped systems (isolated networks), which are intentionally isolated from unsecured networks. However, despite their perceived reliability and uniqueness, air-gapped systems (isolated networks) remain vulnerable to attack vectors that can lead to significant financial loss and physical damage. This paper explores various methods attackers use to establish covert channels to infiltrate or exfiltrate sensitive data from isolated ICS environments. These methods are categorized into acoustic, electromagnetic, optical, magnetic, power, and thermal techniques. Additionally, the paper presents realistic attack scenarios and offers countermeasures to prevent and detect data leakage in industrial air-gapped systems (isolated networks).

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Institutions

Publication Details

Journal
International Journal of Information Security
Published
2025-05-27
DOI
https://doi.org/10.1007/s10207-025-01044-w
Citations
2
Primary Topic
Advanced Malware Detection Techniques
Type
article
Field-Weighted Citation Impact
2.97
Controls
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article

A survey on malware attacks in industrial air-gap systems

Nader Bakir, Md. Asdaque Hussain, Khouloud Samrouth
2 citations
International Journal of Information Security
Advanced Malware Detection Techniques
2.97
article

A survey on malware attacks in industrial air-gap systems

Nader Bakir, Md. Asdaque Hussain, Khouloud Samrouth
article en
2 citations

Abstract

The Industrial Control System (ICS) encompasses various control systems, industrial equipment, and instrumentation critical to manufacturing processes. As cyber threats have exponentially increased in recent years, large organizations allocate substantial portions of their budgets to safeguard sensitive information. One effective security measure is the use of air-gapped systems (isolated networks), which are intentionally isolated from unsecured networks. However, despite their perceived reliability and uniqueness, air-gapped systems (isolated networks) remain vulnerable to attack vectors that can lead to significant financial loss and physical damage. This paper explores various methods attackers use to establish covert channels to infiltrate or exfiltrate sensitive data from isolated ICS environments. These methods are categorized into acoustic, electromagnetic, optical, magnetic, power, and thermal techniques. Additionally, the paper presents realistic attack scenarios and offers countermeasures to prevent and detect data leakage in industrial air-gapped systems (isolated networks).

International Journal of Information SecurityVol. 24(3)
Beirut Arab University (LB), Arab Open University (LB), Arab Open University (BH)
Decent work and economic growth
Openalex Percentile: Top 9%
Advanced Malware Detection Techniques
2.97
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A survey on malware attacks in industrial air-gap systems — Nader Bakir, Md. Asdaque Hussain, et al. · International Journal of Information Security (2025) | TGRS Research Map | TGRS