Blockchain Forensics: A Systematic Literature Review of Techniques, Applications, Challenges, and Future Directions

被引:6
作者
Atlam, Hany F. [1 ]
Ekuri, Ndifon [2 ]
Azad, Muhammad Ajmal [3 ]
Lallie, Harjinder Singh [1 ]
机构
[1] Univ Warwick, Cyber Secur Ctr, WMG, Coventry CV4 7AL, England
[2] Univ Derby, Sch Comp & Engn, Derby DE22 3AW, England
[3] Birmingham City Univ, Sch Comp, SteamHouse, Birmingham B4 7RQ, England
关键词
blockchain; digital forensics; blockchain forensics; blockchain-based forensic framework; systematic literature review; FRAMEWORK; INTERNET; CUSTODY; CHAIN;
D O I
10.3390/electronics13173568
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Blockchain technology has gained significant attention in recent years for its potential to revolutionize various sectors, including finance, supply chain management, and digital forensics. While blockchain's decentralization enhances security, it complicates the identification and tracking of illegal activities, making it challenging to link blockchain addresses to real-world identities. Also, although immutability protects against tampering, it introduces challenges for forensic investigations as it prevents the modification or deletion of evidence, even if it is fraudulent. Hence, this paper provides a systematic literature review and examination of state-of-the-art studies in blockchain forensics to offer a comprehensive understanding of the topic. This paper provides a comprehensive investigation of the fundamental principles of blockchain forensics, exploring various techniques and applications for conducting digital forensic investigations in blockchain. Based on the selected search strategy, 46 articles (out of 672) were chosen for closer examination. The contributions of these articles were discussed and summarized, highlighting their strengths and limitations. This paper examines the selected papers to identify diverse digital forensic frameworks and methodologies used in blockchain forensics, as well as how blockchain-based forensic solutions have enhanced forensic investigations. In addition, this paper discusses the common applications of blockchain-based forensic frameworks and examines the associated legal and regulatory challenges encountered in conducting a forensic investigation within blockchain systems. Open issues and future research directions of blockchain forensics were also discussed. This paper provides significant value for researchers, digital forensic practitioners, and investigators by providing a comprehensive and up-to-date review of existing research and identifying key challenges and opportunities related to blockchain forensics.
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页数:37
相关论文
共 77 条
[11]  
Atlam Hany F., 2018, International Journal of Intelligent Systems and Applications, V10, P40, DOI 10.5815/ijisa.2018.06.05
[12]  
Atlam H. F., 2020, Intell. Syst. Ref. Libr., P551, DOI 10.1007/978-3-030-33596-0_22
[13]  
Atlam H. F., 2022, AI and Blockchain Technology in 6G Wireless Network, P93
[14]   Business Email Compromise Phishing Detection Based on Machine Learning: A Systematic Literature Review [J].
Atlam, Hany F. ;
Oluwatimilehin, Olayonu .
ELECTRONICS, 2023, 12 (01)
[15]   A Review of Blockchain in Internet of Things and AI [J].
Atlam, Hany F. ;
Azad, Muhammad Ajmal ;
Alzahrani, Ahmed G. ;
Wills, Gary .
BIG DATA AND COGNITIVE COMPUTING, 2020, 4 (04) :1-27
[16]   Internet of Things Forensics: A Review [J].
Atlam, Hany F. ;
Hemdan, Ezz El-Din ;
Alenezi, Ahmed ;
Alassafi, Madini O. ;
Wills, Gary B. .
INTERNET OF THINGS, 2020, 11
[17]   Risk-Based Access Control Model: A Systematic Literature Review [J].
Atlam, Hany F. ;
Azad, Muhammad Ajmal ;
Alassafi, Madini O. ;
Alshdadi, Abdulrahman A. ;
Alenezi, Ahmed .
FUTURE INTERNET, 2020, 12 (06)
[18]   Technical aspects of blockchain and IoT [J].
Atlam, Hany F. ;
Wills, Gary B. .
ROLE OF BLOCKCHAIN TECHNOLOGY IN IOT APPLICATIONS, 2019, 115 :1-39
[19]   Intersections between IoT and distributed ledger [J].
Atlam, Hany F. ;
Wills, Gary B. .
ROLE OF BLOCKCHAIN TECHNOLOGY IN IOT APPLICATIONS, 2019, 115 :73-113
[20]   BCFL logging: An approach to acquire and preserve admissible digital forensics evidence in cloud ecosystem [J].
Awuson-David, Kenny ;
Al-Hadhrami, Tawfik ;
Alazab, Mamoun ;
Shah, Nazaraf ;
Shalaginov, Andrii .
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2021, 122 :1-13