Skip to main content
Log in

A survey on blockchain based IoT forensic evidence preservation: research trends and current challenges

  • Published:
Multimedia Tools and Applications Aims and scope Submit manuscript

Abstract

Internet-of-Things and blockchain technology are surging technologies that enhance the digital world by reusability of current network architecture. Internet-of-Things has cooperated with the objects and things surrounding us daily, maintaining intelligent and internet-connected communication between them that captures a massive amount of physical data that integrates the digital and physical worlds. Due to concerns about the privacy and security of the Internet-of-Things, IoT devices lead to require the decentralised data storage. Hence, blockchain comes into play that provides a secure and trustworthy platform for IoT devices providing security, transparency, privacy, authentication, etc. This work investigates the mobility of blockchain with context of digital evidence preservation. Blockchain technology comes up as another level in research and technology to work with the emergence in various fields and internet-of-things forensics yet to be discovered. The motivation of this study is to particularly review research and studies in the field of blockchain-based evidence preservation in IoT forensics. A systematic research technique used to complete the review followed regulations in conducting standardized yet exploratory analyses.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10
Fig. 11
Fig. 12
Fig. 13

Similar content being viewed by others

Data Availability

Not applicable.

References

  1. Chen S, Zhao C, Huang L, Yuan J, Liu M (2020) Study and implementation on the application of blockchain in electronic evidence generation. Forensic Sci Int Digit Investig 35:301001. https://doi.org/10.1016/j.fsidi.2020.301001

    Article  Google Scholar 

  2. Sharma P, Namasudra S, Chilamkurti N, Kim BYUU, Crespo RG (2023) Blockchain-Based Privacy Preservation for IoT-Enabled. ACM Trans Sens Netw 19(3):1–17. https://doi.org/10.1145/3577926

    Article  Google Scholar 

  3. International Data Corporation, “Worldwide Wearables Market Shares, 2021Q3: A Resilient Wearables Market Delivers Solid Gains in 3Q21 [Online],” 2021. https://www.idc.com/promo/wearablevendor (accessed Mar. 27, 2022)

  4. Tian Z, Li M, Qiu M, Sun Y, Su S (2019) Block-DEF: A secure digital evidence framework using blockchain. Inf Sci (Ny) 491:151–165. https://doi.org/10.1016/j.ins.2019.04.011

    Article  Google Scholar 

  5. Lone AH, Mir RN (2019) Forensic-chain: Blockchain based digital forensics chain of custody with PoC in Hyperledger Composer. Digit Investig 28:44–55. https://doi.org/10.1016/j.diin.2019.01.002

    Article  Google Scholar 

  6. Boricha V (2018) IoT forensics: Security is an always-connected world where we things talk, Packet Pub. https://hub.packtpub.com/iot-forensics-security-connected-world/

  7. Tschorsch F, Scheuermann B (2016) Bitcoin and beyond: A technical survey on decentralized digital currencies. IEEE Commun Surv Tutorials 18(3):2084–2123. https://doi.org/10.1109/COMST.2016.2535718

    Article  Google Scholar 

  8. Khanji S, Alfandi O, Ahmad L, Kakkengal L, Al-kfairy M (2022) A systematic analysis on the readiness of Blockchain integration in IoT forensics. Forensic Sci Int Digit Investig 42–43:301472. https://doi.org/10.1016/j.fsidi.2022.301472

    Article  Google Scholar 

  9. Fernandez-carames TM An Intelligent Power Outlet System for the Smart Home of the Internet of Things. Int J Distrib Sens Netw 2015:1–11. https://doi.org/10.1155/2015/214805

  10. Fernandez-Carames TM, Fraga-Lamas P (2018) A Review on the Use of Blockchain for the Internet of Things. IEEE Access 6:32979–33001. https://doi.org/10.1109/ACCESS.2018.2842685

    Article  Google Scholar 

  11. Li M, Lal C, Conti M, Hu D (2021) LEChain : A blockchain-based lawful evidence management scheme for digital forensics. Futur Gener Comput Syst 115:406–420. https://doi.org/10.1016/j.future.2020.09.038

    Article  Google Scholar 

  12. Brotsis S et al. (2019) Blockchain solutions for forensic evidence preservation in IoT environments, in IEEE NetSoft 2019 - 1st Workshop on Cyber-Security Threats, Trust and Privacy Management in Software-Defined and Virtualized Infrastructures (SecSoft), vol. 1st, pp. 110–114

  13. Khan MA, Salah K (2018) IoT security: Review, blockchain solutions, and open challenges. Futur Gener Comput Syst 82:395–411. https://doi.org/10.1016/j.future.2017.11.022

    Article  Google Scholar 

  14. IBM (2018) The little-known story of the first IoT device. [Online]. Available: https://www.ibm.com/blogs/industries/little-known-story-first-iot-device/

  15. Ben Ayed A, Taveras P, BenYounes T (2020) Blockchain and IoT: A Proposed Security Framework, Adv Intell Syst Comput, vol. 1134, no. January, pp. 121–126, doi: 10.1007/978-3-030-43020-7_17

  16. Rose K, Eldridge S, Lyman C (2015) The internet of things: an overview, Internet Soc, no. October, p. 53

  17. Liau CH, Shen WW, Su KP (2006) Towards a definition of the Internet of Things (IoT). IEEE Internet Things 60(1):121–122

    Google Scholar 

  18. Gorkhali A, Anjee, King L, Shrestha (2020) Blockchain: A literature review Enhanced Reader. J Manag Anal 7(3):321–343

    Google Scholar 

  19. “Internet of Things (IoT) connected devices installed base worldwide from 2015 to 2025,” Statista Research Department, 2016. https://www.statista.com/statistics/471264/iot-number-of-connected-devices-worldwide/

  20. Bonomi S, Casini M, Ciccotelli C (2018) B-CoC: A Blockchain-based Chain of Custody for Evidences Management in Digital Forensics. [Online]. Available: https://arxiv.org/pdf/1807.10359.pdf

  21. Can Blockchain Strengthen the Internet of Things?, Kshetri, Nir;Kuhn,Rick; Weil, Tim;, no. August, pp. 68–72, 2017

  22. Shae Z, Tsai J (2017) Trial and Precision Medicine, in IEEE 37th International Conference on Distributed Computing Systems 2017 IEEE 37th International Conference on Distributed Computing Systems On, pp. 2083–2091, doi: https://doi.org/10.1109/ICDCS.2017.61

  23. Atlam HF, El-Din Hemdan E, Alenezi A, Alassafi MO, Wills GB (2020) Internet of Things Forensics: A Review. Internet of Things 11:100220. https://doi.org/10.1016/j.iot.2020.100220

    Article  Google Scholar 

  24. Kumar G, Saha R, Lal C, Conti M (2021) Internet-of-Forensic (IoF): A blockchain based digital forensics framework for IoT applications. Futur Gener Comput Syst 120:13–25. https://doi.org/10.1016/j.future.2021.02.016

    Article  Google Scholar 

  25. Servida F, Casey E (2019) IoT forensic challenges and opportunities for digital traces. Digit Investig 28:S22–S29. https://doi.org/10.1016/j.diin.2019.01.012

    Article  Google Scholar 

  26. Stoyanova M, Nikoloudakis Y, Panagiotakis S, Pallis E, Markakis EK (2020) A Survey on the Internet of Things ( IoT ) Forensics : Challenges , Approaches , and Open Issues. IEEE Commun Surv Tutorials 22(2):1191–1221. https://doi.org/10.1109/COMST.2019.2962586

    Article  Google Scholar 

  27. National Crime Records Bureau, India, 2020. [Online]. Available: https://ncrb.gov.in/en/crime-in-india-table-addtional-table-and-chapter-contents?page=96

  28. Meffert C, Clark D, Baggili I, Breitinger F (2017) Forensic State Acquisition from Internet of Things (FSAIoT), pp. 1–11, doi: 10.1145/3098954.3104053

  29. Youn M, Lim Y, Seo K, Chung H, Lee S (2021) Forensic Analysis for AI Speaker with Display Echo Show 2nd Generation as a Case Study DFRWS APAC 2021 Author Preprint

  30. Oriwoh E, Jazani D, Epiphaniou G, Sant P (2013) Internet of Things Forensics: Challenges and approaches, Proc. 9th IEEE Int. Conf. Collab. Comput. Networking, Appl. Work. Collab, pp. 608–615, 2013, doi: 10.4108/icst.collaboratecom.2013.254159

  31. Dorri A, Kanhere SS, Jurdak R, Gauravaram P (2017) Blockchain for IoT security and privacy: The case study of a smart home, 2017 IEEE Int. Conf. Pervasive Comput. Commun. Work. PerCom Work, pp. 618–623, 2017, doi: https://doi.org/10.1109/PERCOMW.2017.7917634

  32. Randa E-DK, Ezz H, El-Fishway N, Hemdan EE-D (2021) A review study on blockchain-based IoT security and forensics. Multimed Tools Appl 80:36183–36214. https://doi.org/10.1007/s11042-021-11350-9

    Article  Google Scholar 

  33. S. C; and Vandana CP (2016) International Journal of Computer Science and Mobile Computing Internet of Things and Security Issues, Int J Comput Sci Mob Comput, vol. 5, no. 1, pp. 133–139, [Online]. Available: www.ijcsmc.com

  34. Yaqoob I, Hashem IAT, Ahmed A, Kazmi SMA, Hong CS (2019) Internet of things forensics: Recent advances, taxonomy, requirements, and open challenges, Futur Gener Comput Syst, vol. 92, no. May 2018, pp. 265–275, doi: 10.1016/j.future.2018.09.058

  35. Weber RH (2010) Internet of Things - New security and privacy challenges. Comput Law Secur Rev 26(1):23–30. https://doi.org/10.1016/j.clsr.2009.11.008

    Article  MathSciNet  Google Scholar 

  36. Nieto A, Rios R, Lopez J (2017) A Methodology for Privacy-Aware IoT-Forensics, in 16th IEEE International Conference On Trust, Security And Privacy In Computing And Communications (TrustCom 2017), pp. 626–633, doi: 10.1109/Trustcom/BigDataSE/ICESS.2017.293

  37. Hegarty RC, Lamb DJ, Attwood A (2014) Digital evidence challenges in the internet of things, in Proceedings of the 10th International Network Conference, INC, 2014, pp. 163–172

  38. Miorandi D, Sicari S, De Pellegrini F, Chlamtac I (2012) Internet of things: Vision, applications and research challenges. Ad Hoc Netw 10(7):1497–1516. https://doi.org/10.1016/j.adhoc.2012.02.016

    Article  Google Scholar 

  39. Kosba A, Miller A, Shi E, Wen Z, Papamanthou C (2016) Hawk: The Blockchain Model of Cryptography and Privacy-Preserving Smart Contracts, Proc. - 2016 IEEE Symp. Secur. Privacy, SP 2016, pp. 839–858, doi: 10.1109/SP.2016.55

  40. Swan M (2015) Blockchain: Blueprint for New Economy. O’Reilly

  41. Conoscenti M, De Martin JC (2016) Politecnico di Torino Blockchain for the Internet of Things : a Systematic Literature Review, doi: https://doi.org/10.1109/AICCSA.2016.7945805

  42. Dominic W (2008) When Your Sensor Earns Money: Exchanging Data for Cash with Bitcoin, pp. 2–5

  43. Zhang Y, Wen J (2015) An IoT Electric Business Model Based on the Protocol of Bitcoin, pp. 184–191

  44. Lei A, Cruickshank H, Cao Y, Blockchain-Based Dynamic Key Management for Heterogeneous Intelligent Transportation Systems, pp. 1–12

  45. Wilson D, Ateniese G (2015) From pretty good to great: Enhancing PGP using bitcoin and the blockchain, Lect. Notes Comput. Sci. (including Subser. Lect. Notes Artif. Intell. Lect. Notes Bioinformatics), vol. 9408, pp. 368–375, doi: 10.1007/978-3-319-25645-0_25

  46. Gipp B, Meuschke N, Gernandt A (2015) Decentralized Trusted Timestamping using the Crypto Currency Bitcoin Decentralized Trusted Timestamping using the Crypto Currency Bitcoin, no. February

  47. Sutherland I, Read H, Xynos K (2014) Forensic analysis of smart TV : A current issue and call to arms. Digit Investig 11(3):175–178. https://doi.org/10.1016/j.diin.2014.05.019

    Article  Google Scholar 

  48. Thoutam N, Visal NM (2019) Towords Secure Data Management using Blockchain in Iot Enabled Environment. no. 1, pp. 1759–1763, doi: 10.35940/ijitee.L2666.119119

  49. Tanas C, Delgado-segura S, Herrera-joancomart J (2016) An Integrated Reward and Reputation Mechanism for MCS Preserving Users ’ Privacy, pp. 83–99, doi: 10.1007/978-3-319-29883-2

  50. Wright A, Fliippi P (2015) Decentralized blockchain technology and the rise of lex cryptographia. Decentralized Blockchain Technol 14(2):1–58. https://doi.org/10.1080/00071667308416007

    Article  Google Scholar 

  51. Kshetri N (2017) Blockchain ’ s roles in strengthening cybersecurity and protecting privacy. Telecommun Policy 41(10):1027–1038. https://doi.org/10.1016/j.telpol.2017.09.003

    Article  Google Scholar 

  52. Tian F (2016) An agri-food supply chain traceability system for China based on RFID & blockchain technology, 2016 13th Int. Conf. Serv. Syst. Serv. Manag. ICSSSM 2016, doi: https://doi.org/10.1109/ICSSSM.2016.7538424

  53. “Storj : A Decentralized Cloud Storage Network Framework,” 2018. [Online]. Available: https://github.com/storj/whitepaper

  54. Huh S, Cho S, Kim S (2017) Managing IoT Devices using Blockchain Platform, in International Conference on Advanced Communications Technology(ICACT), pp. 464–467

  55. Blanco-Novoa L, Oscar, Fernandez-Carames M, Fraga-Lamas P, Castedo (2017) 3 An Electricity Price-Aware Open-Source Smart Socket for the Internet of Energy _ Enhanced Reader.pdf. Sensors 17(643):1–34

    Google Scholar 

  56. Kafle YR, Mahmud K, Morsalin S, Town GE (2016) Towards an Internet of Energy. IEEE:1–6

  57. Salahuddin MA, Al-fuqaha A, Member S, Guizani M (2019) Softwarization of Internet of Things Infrastructure for Secure and Smart Healthcare, IEEE Computer Magazine, pp. 1–9

  58. Bocek T, Rodrigues BB, Strasser T, Stiller B (2017) Blockchains Everywhere - A Use-case of Blockchains in the Pharma Supply-Chain, in IFIP/IEEE International Symposium on Integrated Network Management (IM2017):, pp. 772–777

  59. V. Biswas, Kamanashis; Muthukkumarasamy, “Securing Smart Cities Using Blockchain Technology,” 2016

  60. Han D, Kim H (2017) Blockchain based Smart Door Lock system ٻ, pp. 1165–1167

  61. Ahram T, Sargolzaei A, Sargolzaei S, Daniels J, Amaba B (2017) Blockchain Technology Innovations

  62. Tsai FC (2021) The application of blockchain of custody in criminal investigation process. Procedia Comput Sci 192:2779–2788. https://doi.org/10.1016/j.procs.2021.09.048

    Article  Google Scholar 

  63. Alruwaili FF (2021) Custodyblock: A distributed chain of custody evidence framework. Inf. 12(2):1–12. https://doi.org/10.3390/info12020088

    Article  Google Scholar 

  64. Mason S (2014) Electronic evidence: A proposal to reform the presumption of reliability and hearsay. Comput Law Secur Rev 30(1):80–84. https://doi.org/10.1016/j.clsr.2013.12.005

    Article  Google Scholar 

  65. Goodison SE, Davis RC, Jackson BA (2015) Digital Evidence and the U.S Criminal Justice System

  66. Mahrous WA, Farouk M, Darwish SM (2021) An Enhanced Blockchain-Based IoT Digital Forensics Architecture Using Fuzzy Hash. IEEE Access 9:151327–151336. https://doi.org/10.1109/ACCESS.2021.3126715

    Article  Google Scholar 

  67. Roy S, Ashaduzzaman M, Hassan M, Chowdhury AR (2019) BlockChain for IoT security and management: Current prospects, challenges and future directions, Proc. 2018 5th Int. Conf. Networking, Syst. Secur. NSysS 2018, doi: https://doi.org/10.1109/NSysS.2018.8631365

  68. Le DP, Meng H, Su L, Yeo SL, Thing V (2019) BIFF: A Blockchain-based IoT Forensics Framework with Identity Privacy, IEEE Reg. 10 Annu. Int. Conf. Proceedings/TENCON, vol. 2018-Octob, no. October, pp. 2372–2377, doi: 10.1109/TENCON.2018.8650434

  69. Li S, Qin T, Min G (2019) Blockchain-Based Digital Forensics Investigation Framework in the Internet of Things and Social Systems. IEEE Trans Comput Social Syst 6(6):1433–1441. https://doi.org/10.1109/TCSS.2019.2927431

    Article  Google Scholar 

  70. Hossain M, Karim Y, Hasan R (2018) FIF-IoT: A forensic investigation framework for IoT using a public digital ledger, Proc. - 2018 IEEE Int. Congr. Internet Things, ICIOT 2018 - Part 2018 IEEE World Congr. Serv., pp. 33–40, doi: 10.1109/ICIOT.2018.00012

  71. Agbedanu P, Jurcut AD, BLOFF: A Blockchain based Forensic Model in IoT, Accessed: Mar. 21, 2021. [Online]. Available: https://orcid.org/0000-0003-2522-891X

  72. Chinaei MH, Gharakheili HH, Sivaraman V (2021) Optimal Witnessing of Healthcare IoT Data Using Blockchain Logging Contract. IEEE Internet Things J 4662(c):1–14. https://doi.org/10.1109/JIOT.2021.3051433

    Article  Google Scholar 

  73. Xiao K, Gao Z, Shi W, Qiu X, Yang Y, Rui L (2020) EdgeABC: An architecture for task offloading and resource allocation in the Internet of Things. Futur Gener Comput Syst 107:498–508. https://doi.org/10.1016/j.future.2020.02.026

    Article  Google Scholar 

  74. Hyun Ryu J, Kumar Sharma P, Hoon Jo J, Hyuk Park J, Jojeong JHJ (2019) A blockchain-based decentralized efficient investigation framework for IoT digital forensics. J Supercomput 75:4372–4387. https://doi.org/10.1007/s11227-019-02779-9

    Article  Google Scholar 

  75. Ayub A, Bourouis S, Kamruzzaman MM, Hadjouni M (2023) Data Security in Healthcare Industrial Internet of Things with Blockchain, IEEE Sens. J., vol. PP, no. Xx, p. 1, doi: 10.1109/JSEN.2023.3273851

  76. Liu M, Yeoh W, Jiang F, Choo KKR (2021) Blockchain for Cybersecurity: Systematic Literature Review and Classification, J Comput Inform Syst. doi: https://doi.org/10.1080/08874417.2021.1995914

  77. Makadiya Y, Virparia R, Shah K (2023) IoT Forensics System based on Blockchain, Proc. 17th INDIACom; 2023 10th Int. Conf. Comput. Sustain. Glob. Dev. INDIACom 2023, pp. 490–495

  78. Raji M, Wimmer H, Haddad RJ (2018) Analyzing Data from an Android Smartphone while Comparing between Two Forensic Tools, Conf. Proc. - IEEE SOUTHEASTCON, vol. 2018-April, doi: 10.1109/SECON.2018.8478851

  79. Li S, Raymond CKK, Sun Q, Buchanan WJ, Cao J (2019) IoT Forensics: Amazon Echo as a Use Case. IEEE Internet Things J 6(4):6487–6497. https://doi.org/10.1109/JIOT.2019.2906946

    Article  Google Scholar 

  80. B. C. Chi, Hongmei; Aderibigbe, Temilola; Granville, “A Framework for IoT Data Acquisition and Forensics Analysis,” in IEEE International Conference on Big Data (Big Data), 2018, pp. 5142–5146.

  81. Sayakkara A, Scanlon M (2020) Forensic Science International : Digital Investigation. Forensic Sci Int Digit Investig 32:300907. https://doi.org/10.1016/j.fsidi.2020.300907

    Article  Google Scholar 

  82. Alharbi R, Allen WH (2019) Collection and Analysis of Digital Forensic Data from Devices in the Internet of Things, Conf. Proc. - IEEE SOUTHEASTCON, vol. 2019-April, doi: 10.1109/SoutheastCon42311.2019.9020349

  83. Reyna A, Martín C, Chen J, Soler E, Díaz M (2018) On blockchain and its integration with IoT. Challenges and opportunities. Futur Gener Comput Syst 88(2018):173–190. https://doi.org/10.1016/j.future.2018.05.046

    Article  Google Scholar 

  84. Erdem A, Yildirim SO, Angin P (2019) Security, Privacy and Trust in the IoT Environment, in Security, Privacy and Trust in the IoT Environment, pp. 97–122

  85. P. Karthikeyan, I. T. J. S, and S. Velliangiri (2019) Review of Blockchain based IoT application and its security issues, 6–11

  86. Christidis K, Devetsikiotis M (2016) Blockchains and Smart Contracts for the Internet of Things. IEEE Access 4:2292–2303. https://doi.org/10.1109/ACCESS.2016.2566339

    Article  Google Scholar 

  87. Bradbury D (2017) In Blocks, Security Bitcoin, pp. 68–71

  88. Noura HN, Salman O, Chehab A, Couturier R (2020) DistLog: A distributed logging scheme for IoT forensics. Ad Hoc Netw 98:102061. https://doi.org/10.1016/j.adhoc.2019.102061

    Article  Google Scholar 

  89. Da Xu L, Lu Y, Li L (2021) Embedding Blockchain Technology into IoT for Security: A Survey. IEEE Internet Things J 8(13):10452–10473. https://doi.org/10.1109/JIOT.2021.3060508

    Article  Google Scholar 

  90. “Introduction to Smart Contracts,” 2020. https://docs.soliditylang.org/en/develop/introduction-to-smart-contracts.html.

  91. Chai B, Yan B, Yu J, Wang G (2021) BHE-AC : a blockchain-based high-efficiency access control framework for Internet of Things

  92. Watanabe H, Fujimura S, Nakadaira A, Miyazaki Y, Akutsu A, Kishigami JJ (2015) Blockchain contract: A complete consensus using blockchain, IEEE 4th Glob. Conf. Consum. Electron. GCCE 2015, pp. 577–578, doi: https://doi.org/10.1109/GCCE.2015.7398721

  93. Xiao Y, Zhang N, Lou W, Hou YT (2020) A Survey of Distributed Consensus Protocols for Blockchain Networks. IEEE Commun Surv Tutorials 22(2):1432–1465. https://doi.org/10.1109/COMST.2020.2969706

    Article  Google Scholar 

  94. Kuznetsov A, Oleshko I, Tymchenko V, Lisitsky K, Rodinko M (2021) Performance Analysis of Cryptographic Hash Functions Suitable for Use in Blockchain, no. April, pp. 1–15, doi: 10.5815/ijcnis.2021.02.01

  95. Niya SR, Willems J, Stiller B (2021) On-Chain IoT Data Modification in Blockchains, pp. 1–10, [Online]. Available: http://arxiv.org/abs/2103.10756

  96. Ateniese G, Magri B, Venturi D, Andrade ER (2017) Redactable Blockchain - Or - Rewriting History in Bitcoin and Friends, Proc. - 2nd IEEE Eur. Symp. Secur. Privacy, EuroS P 2017, pp. 111–126, doi: 10.1109/EuroSP.2017.37

  97. Buterin V (2014) A next-generation smart contract and decentralized application platform. [Online]. Available: http://buyxpr.com/build/pdfs/EthereumWhitePaper.pdf

  98. Vujicic D, Jagodic D, Randic S (2018) Blockchain technology, bitcoin, and Ethereum: A brief overview, 2018 17th Int. Symp. INFOTEH-JAHORINA, INFOTEH 2018 - Proc., vol. 2018-Janua, no. August, pp. 1–6, doi: 10.1109/INFOTEH.2018.8345547

  99. Saraf C, Sabadra S (2018) Blockchain platforms: A compendium, 2018 IEEE Int. Conf. Innov. Res. Dev. ICIRD 2018, no. May, pp. 1–6, doi: 10.1109/ICIRD.2018.8376323

  100. Teutsch J, Reitwießner C (2019) A scalable verification solution for blockchains, pp. 1–50, [Online]. Available: http://arxiv.org/abs/1908.04756

  101. Moin S, Karim A, Safdar Z, Safdar K, Ahmed E, Imran M (2019) Securing IoTs in distributed blockchain: Analysis, requirements and open issues. Futur Gener Comput Syst 100:325–343. https://doi.org/10.1016/j.future.2019.05.023

    Article  Google Scholar 

  102. Casino F, Dasaklis TK, Patsakis C (2019) A systematic literature review of blockchain-based applications: Current status, classification and open issues, Telemat. Informatics, vol. 36, no. May 2018, pp. 55–81, doi: 10.1016/j.tele.2018.11.006

  103. Nakamoto S (2008) Bitcoin: A Peer-to-Peer Electronic Cash System, vol. 15, no. 4

  104. Greenspan G (2015) MultiChain Private Blockchain - White Paper, White Pap., pp. 1–17, [Online]. Available: http://www.multichain.com/download/MultiChain-White-Paper.pdf

  105. Cachin C (2017) Architecture of the Hyperledger Blockchain Fabric. Leibniz Int Proc Informatics, LIPIcs 70:24.1–24.16

    MathSciNet  Google Scholar 

  106. Sathish C, Rubavathi CY (2022) A survey on Blockchain mechanisms (BCM) based on internet of things (IoT) applications, vol. 81, no. 23. Multimedia Tools and Applications

  107. Brotsis S, Limniotis K, Bendiab G, Kolokotronis N, Shiaeles S (2021) On the suitability of blockchain platforms for IoT applications: Architectures, security, privacy, and performance, Comput. Networks, vol. 191, no. September 2020, p. 108005, doi: 10.1016/j.comnet.2021.108005

  108. Kłos M, and I Fray El (2020) Securing Event Logs with Blockchain for IoT, in 19th International Conference CISIM 2020, pp. 77–87, doi: 10.5176/2301-3710_jmcomm16.35

  109. Dasaklis TK, Casino F, Patsakis C (2020) SoK: Blockchain Solutions for Forensics

  110. Mercan S, Cebe M, Tekiner E, Akkaya K, Chang M, Uluagac S (2020) A Cost-efficient IoT Forensics Framework with Blockchain

  111. Ricci J, Baggili I, Breitinger F (2019) Blockchain-Based Distributed Cloud Storage Digital Forensics: Where’s the Beef? IEEE Secur Priv 17(1):34–42. https://doi.org/10.1109/MSEC.2018.2875877

    Article  Google Scholar 

  112. Li S, Member S, Qin T, Min G (2019) Blockchain-Based Digital Forensics Investigation Framework in the Internet of Things and Social Systems, vol. 6, no. 6, pp. 1433–1441

  113. Xiong Y, Du J (2019) Electronic evidence preservation model based on blockchain, PervasiveHealth Pervasive Comput Technol Healthc, pp. 1–5, doi: https://doi.org/10.1145/3309074.3309075

  114. Pourvahab M, Ekbatanifard G (2019) Digital Forensics Architecture for Evidence Collection and Provenance Preservation in IaaS Cloud Environment Using SDN and Blockchain Technology. IEEE Access 7:153349–153364. https://doi.org/10.1109/ACCESS.2019.2946978

    Article  Google Scholar 

  115. Thakore R, Vaghashiya R, Patel C, Doshi N (2019) Blockchain - based IoT: A survey. Procedia Comput Sci 155:704–709. https://doi.org/10.1016/j.procs.2019.08.101

    Article  Google Scholar 

  116. Gentry E, Soltys M (2019) SEAKER: A mobile digital forensics triage device. Procedia Comput Sci 159:1652–1661. https://doi.org/10.1016/j.procs.2019.09.335

    Article  Google Scholar 

  117. Banerjee M, Lee J, Choo KKR (2018) A blockchain future for internet of things security: a position paper. Digit Commun Netw 4(3):149–160. https://doi.org/10.1016/j.dcan.2017.10.006

    Article  Google Scholar 

  118. Ezz El-Din H, Manjaiah DH (2017) Internet of Things in Cloud Computing. Internet ofThings Nov Adv Envisioned Appl 25:299–311. https://doi.org/10.1007/978-3-319-53472-5_15

    Article  Google Scholar 

  119. Nieto A, Rios R, Lopez J (2017) Digital witness and privacy in IoT: Anonymous witnessing approach, in Proceedings - 16th IEEE International Conference on Trust, Security and Privacy in Computing and Communications, 11th IEEE International Conference on Big Data Science and Engineering and 14th IEEE International Conference on Embedded Software and Systems, pp. 642–649, doi: 10.1109/Trustcom/BigDataSE/ICESS.2017.295

  120. Conoscenti M, Vetro A, De Martin JC (2016) Blockchain for the Internet of Things: A systematic literature review, Proc. IEEE/ACS Int. Conf. Comput. Syst. Appl. AICCSA, vol. 0, pp. 0–5, doi: https://doi.org/10.1109/AICCSA.2016.7945805

  121. Golosova J, Romanovs A (2018) The advantages and disadvantages of the blockchain technology, in IEEE 6th Workshop on Advances in Information, Electronic and Electrical Engineering, AIEEE 2018 - Proceedings, no. January 2018, doi: https://doi.org/10.1109/AIEEE.2018.8592253

  122. Chopade M, Khan S, Shaikh U, Pawar R, Decentralization A (2019) Digital Forensics : Maintaining Chain of Custody Using Blockchain, pp. 2019–2022

  123. Hirai Y (2017) Defining the ethereum virtual machine for interactive theorem provers, Lect. Notes Comput. Sci. (including Subser. Lect. Notes Artif. Intell. Lect. Notes Bioinformatics), vol. 10323 LNCS, pp. 520–535, doi: 10.1007/978-3-319-70278-0_33

  124. “Deploy & Run Transactions in the Blockchain Remix Ide.” https://remix.ethereum.org/

  125. Cong LWHZ (2018) Blockchain Disruption and Smart Contracts, Cambridge. [Online]. Available: http://www.nber.org/papers/w24399

  126. “Vyper.” https://vyper.readthedocs.io/en/stable/.

  127. “Yul.” https://docs.soliditylang.org/en/v0.7.4/yul.html.

  128. “The Linux Foundation Projects.” https://www.hyperledger.org/.

  129. Tan J, Liao X, Liu J, Cao Y, Jiang H (2022) Channel Attention Image Steganography With Generative Adversarial Networks. IEEE Trans Netw Sci Eng 9(2):888–903. https://doi.org/10.1109/TNSE.2021.3139671

    Article  Google Scholar 

  130. Liao X, Yu Y, Li B, Li Z, Qin Z (2020) A New Payload Partition Strategy in Color Image Steganography. IEEE Trans Circuits Syst Video Technol 30(3):685–696. https://doi.org/10.1109/TCSVT.2019.2896270

    Article  Google Scholar 

  131. Liao X, Yin J, Chen M, Qin Z (2022) Adaptive Payload Distribution in Multiple Images Steganography Based on Image Texture Features. IEEE Trans Depend Secur Comput 19(2):897–911. https://doi.org/10.1109/TDSC.2020.3004708

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Contributions

Sakshi: Methodology, prepare figures, Writing - original draft.

Aruna Malik: Conceptualization, Methodology, Investigation, Writing - review & editing, Validation.

Ajay K Sharma: Conceptualization, Methodology, Writing - review & editing, Validation.

Corresponding author

Correspondence to Aruna Malik.

Ethics declarations

Conflict of Interest

There is no financial interest of all the authors.

Ethical Approval

This study does not consider the human and/ or animal during the process.

Competing interests

There is no financial interest of all the authors.

Additional information

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Sakshi, Malik, A. & Sharma, A.K. A survey on blockchain based IoT forensic evidence preservation: research trends and current challenges. Multimed Tools Appl 83, 42413–42458 (2024). https://doi.org/10.1007/s11042-023-17104-z

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11042-023-17104-z

Keywords

Navigation