Ransomware Detection And Data Recovery

Attacks using ransomware have become a major cybersecurity concern that is both widespread and constantly changing, causing misery on people, companies, and organizations all over the world. An in-depth analysis of the ransomware detection and data recovery environment is provided in this survey study. It looks at how ransomware has changed over time, examines the many types of ransomware detection techniques, and looks at the most recent developments in data recovery techniques. We examine the advantages and disadvantages of signature-based, behavioral analysis, machine learning, and other detection technologies, illuminating their potency against both well-known and newly discovered ransomware variants. Additionally, we discuss current developments in data recovery techniques, such as backup options, decryption tools, and incident response plans. Through this survey, we hope to give cybersecurity professionals, researchers, and decision-makers a comprehensive picture of the ransomware threat environment as well as the tools and approaches that may be used to effectively battle it.

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Publication Details

Published
2024-08-29
DOI
https://doi.org/10.1109/iceect61758.2024.10738908
Primary Topic
Advanced Malware Detection Techniques
Type
article
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article

Ransomware Detection And Data Recovery

Amit Kumar Upadhyay, Shreya Jain, Preeti Dubey, Sahil Gandhi
Advanced Malware Detection Techniques
article

Ransomware Detection And Data Recovery

Amit Kumar Upadhyay, Shreya Jain, Preeti Dubey, Sahil Gandhi
article en

Abstract

Attacks using ransomware have become a major cybersecurity concern that is both widespread and constantly changing, causing misery on people, companies, and organizations all over the world. An in-depth analysis of the ransomware detection and data recovery environment is provided in this survey study. It looks at how ransomware has changed over time, examines the many types of ransomware detection techniques, and looks at the most recent developments in data recovery techniques. We examine the advantages and disadvantages of signature-based, behavioral analysis, machine learning, and other detection technologies, illuminating their potency against both well-known and newly discovered ransomware variants. Additionally, we discuss current developments in data recovery techniques, such as backup options, decryption tools, and incident response plans. Through this survey, we hope to give cybersecurity professionals, researchers, and decision-makers a comprehensive picture of the ransomware threat environment as well as the tools and approaches that may be used to effectively battle it.

Sharda University (IN)
Decent work and economic growth
Openalex Percentile: Top 79%
Advanced Malware Detection Techniques
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Ransomware Detection And Data Recovery — Amit Kumar Upadhyay, Shreya Jain, et al. · (2024) | TGRS Research Map | TGRS