Research trends, challenges, and emerging topics of digital forensics: A review of reviews
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Abstract (arXiv)
Due to its critical role in cybersecurity, digital forensics has received significant attention from researchers and practitioners alike. The ever increasing sophistication of modern cyberattacks is directly related to the complexity of evidence acquisition, which often requires the use of several technologies. To date, researchers have presented many surveys and reviews on the field. However, such articles focused on the advances of each particular domain of digital forensics individually. Therefore, while each of these surveys facilitates researchers and practitioners to keep up with the latest advances in a particular domain of digital forensics, the global perspective is missing. Aiming to fill this gap, we performed a qualitative review of reviews in the field of digital forensics, determined the main topics on digital forensics topics and identified their main challenges. Our analysis provides enough evidence to prove that the digital forensics community could benefit from closer collaborations and cross-topic research, since it is apparent that researchers and practitioners are trying to find solutions to the same problems in parallel, sometimes without noticing it.
Key facts. Cited by 5 papers in the map (data through 14 Oct 2026). First posted on arXiv 10 Aug 2021.
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Citing papers per year: 2022: 2; 2023: 0; 2024: 2; 2025: 1.
5 papers.
- 2024A Survey of Useful LLM Evaluationcited by 29
- 2022SoK: Explainable Machine Learning for Computer Security Applicationscited by 20
- 2022SoK: Cross-border Criminal Investigations and Digital Evidencecited by 2
- 2024XAI-CF -- Examining the Role of Explainable Artificial Intelligence in Cyber Forensicscited by 1
- 2025Towards Open Standards for Systemic Complexity in Digital Forensicscited by 0
- 2025Towards Open Standards for Systemic Complexity in Digital Forensics15 Dec 2025
- 2024A Survey of Useful LLM Evaluation3 Jun 2024
- 2024XAI-CF -- Examining the Role of Explainable Artificial Intelligence in Cyber Forensics4 Feb 2024
- 2022SoK: Explainable Machine Learning for Computer Security Applications22 Aug 2022
- 2022SoK: Cross-border Criminal Investigations and Digital Evidence25 May 2022