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.
Authors
- Amit Kumar Upadhyay (ORCID: https://orcid.org/0009-0004-4706-3399)
- Shreya Jain
- Preeti Dubey (ORCID: https://orcid.org/0000-0003-2892-1031)
- Sahil Gandhi
Institutions
- Sharda University (IN)
Publication Details
- Published
- 2024-08-29
- DOI
- https://doi.org/10.1109/iceect61758.2024.10738908
- Primary Topic
- Advanced Malware Detection Techniques
- Type
- article
- Field-Weighted Citation Impact
- 0.00