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Architectural Aspects of Identification in Decentralized Systems
Luleå tekniska universitet, Institutionen för system- och rymdteknik.ORCID-id: 0000-0003-1281-6130
2024 (Engelska)Doktorsavhandling, sammanläggning (Övrigt vetenskapligt)
Abstract [en]

High-level systems need identification techniques, where higher security and scalability are considered requirements. Identification plays a significant role in systems where smart electronic devices increase in zero trust and open environments like decentralized systems. Also, decentralization has emerged as one of the most exciting domains in recent years, again after the first Internet was invented. Besides, decentralization in identification systems has gained popularity worldwide since cryptocurrencies became part of businesses. Distributed Ledger Technology (DLT) and Distributed Hash Tables (DHT) can be appropriate decentralized solutions that improve identification to be much more secure, scalable, and trustworthy.

The decentralized nature of DLT and DHT ensures no single point of failure, making them highly resilient to attacks. Blockchain as a DLT solution can help devices communicate with each other securely and trustably by storing an immutable history of transactions, providing an additional layer of security to identification systems. DHT senable applications to keep files and information immutable in a decentralized manner. DHTs ensure that the data is replicated across multiple nodes, making it highly resilient to data loss. Moreover, mitigating high storage costs without memory limitations is the target of these technologies. In this context, a decentralized system paradigm that combines systems with DLT and DHTs can be highly beneficial.

This thesis argues for such a paradigm, and the contributions include introducing the term decentralized networks and architectures and demonstrating the feasibility of using blockchain as a DLT solution in real-world scenarios. These scenarios can be applied to the Internet of Things (IoT) or other Peer to Peer networked systems. We explore different architectures in various systems and analyze the interaction in blockchain. This thesis contributes to developing decentralized identification systems that provide users’ trust in an open environment. It presents the challenges associated with decentralized identification, including registry and storage issues, and proposes solutions using DLT and DHT. The immutability of DLT and DHTs provides fast and secure solutions for decentralized identification systems. In particular, we show that a DHT-based architecture is feasible to maintain decentralization while avoiding memory constraints. However, there is still room for improvement in terms of performance. Our investigation shows that combining DHTs with blockchain in decentralized identifiers improves performance.

By concealing blocks in the private blockchain, we show that query performance is better than other DHT and public blockchain-based solutions without concealed information. Moreover, our results show that DHT performs better than the public blockchain for scenarios with many records.

These findings highlight the importance of selecting the appropriate technology for decentralized identification systems, considering the specific use case and the number of records to be stored.

We also consider different decentralized identification systems and platforms built based on the recommendation of W3C Decentralized Identifiers (DIDs). We found low-efficiency issues using this technology, resulting from leveraging public DLT in the data registry part of DIDs. That model has searching time problems if the DLT grows. Finally, this thesis helps to analyze these issues and find better solutions. By choosing the right technology, we can ensure that decentralized identifiers are efficient, secure, and scalable, which enables users to trust them in an open environment.

Ort, förlag, år, upplaga, sidor
Luleå: Luleå University of Technology, 2024.
Serie
Doctoral thesis / Luleå University of Technology 1 jan 1997 → …, ISSN 1402-1544
Nationell ämneskategori
Datavetenskap (datalogi)
Forskningsämne
Distribuerade datorsystem
Identifikatorer
URN: urn:nbn:se:ltu:diva-105460ISBN: 978-91-8048-579-1 (tryckt)ISBN: 978-91-8048-580-7 (digital)OAI: oai:DiVA.org:ltu-105460DiVA, id: diva2:1857678
Disputation
2024-08-30, A 193, Luleå University of Technology, Skellefteå, 08:30 (Engelska)
Opponent
Handledare
Tillgänglig från: 2024-05-14 Skapad: 2024-05-14 Senast uppdaterad: 2024-06-03Bibliografiskt granskad
Delarbeten
1. A Survey of Secure Internet of Things in Relation to Blockchain
Öppna denna publikation i ny flik eller fönster >>A Survey of Secure Internet of Things in Relation to Blockchain
2020 (Engelska)Ingår i: Journal of Internet Services and Information Security (JISIS), ISSN 2182-2069, E-ISSN 2182-2077, Vol. 10, nr 3, s. 47-75Artikel i tidskrift (Refereegranskat) Published
Abstract [en]

Distributed ledgers and blockchain technologies can improve system security and trustworthiness by providing immutable replicated histories of data. Blockchain is a linked list of blocks containing digitally signed transactions, a cryptographic hash of the previous block, and a timestamp stored in a decentralized and distributed network. The Internet of Things (IoT) is one of the application domains in which security based on blockchain is discussed. In this article, we review the structure and architectures of distributed IoT systems and explain the motivations, challenges, and needs of blockchain to secure such systems. However, there are substantial threats and attacks to blockchain that must be understood, as well as suitable approaches to mitigate them. We, therefore, survey the most common attacks to blockchain systems and the solutions to mitigate them, with the objective of assessing how malicious these attacks are in the IoT context.

Ort, förlag, år, upplaga, sidor
Seoul, ​Republic of Korea: Innovative Information Science & Technology Research Group (ISYOU), 2020
Nyckelord
Distributed Systems, Blockchain, Internet of Things, IoT Architectures, Security, Attacks
Nationell ämneskategori
Datavetenskap (datalogi) Medieteknik
Forskningsämne
Distribuerade datorsystem; Cyberfysiska system
Identifikatorer
urn:nbn:se:ltu:diva-80402 (URN)10.22667/JISIS.2020.08.31.047 (DOI)2-s2.0-85090788479 (Scopus ID)
Projekt
DIT4BEARS: Disruptive IT for Barents Euro-Arctic RegionsBlockchains for raw materials traceability: Dynamic identities in refinement-based value chains
Anmärkning

Validerad;2020;Nivå 1;2020-09-14 (alebob)

Tillgänglig från: 2020-08-13 Skapad: 2020-08-13 Senast uppdaterad: 2024-05-15Bibliografiskt granskad
2. Efficient Decentralized Data Storage Based on Public Blockchain and IPFS
Öppna denna publikation i ny flik eller fönster >>Efficient Decentralized Data Storage Based on Public Blockchain and IPFS
2020 (Engelska)Ingår i: 2020 IEEE Asia-Pacific Conference on Computer Science and Data Engineering (CSDE), IEEE, 2020Konferensbidrag, Publicerat paper (Refereegranskat)
Abstract [en]

Blockchain technology has enabled the keeping of a decentralized, tamper-proof, immutable, and ordered ledger of transactional events. Efforts to leverage such a ledger may be challenging when data storage requirements exceed most blockchain protocols’ current capacities. Storing large amounts of decentralized data while maintaining system efficiency is the challenge that we target. This paper proposes using the IPFS distributed hash table (DHT) technology to store information immutably and in a decentralized manner to mitigate the high cost of storage. A storage system involving blockchain and other storage systems in concert should be based on immutable data and allow removal of data from malicious users in the DHT. Efficiency is improved by decreasing the overall processing time in the blockchain with the help of DHT technology and introducing an agreement service that communicate with the blockchain via a RESTful API. We demonstrate the applicability of the proposed method and conclude that the combination of IPFS and blockchain provides efficient cryptographic storage, immutable history and overall better efficiency in a decentralized manner.

Ort, förlag, år, upplaga, sidor
IEEE, 2020
Nyckelord
Public blockchain, smart contract, distributed hash table, immutability
Nationell ämneskategori
Datavetenskap (datalogi)
Forskningsämne
Distribuerade datorsystem; Cyberfysiska system
Identifikatorer
urn:nbn:se:ltu:diva-82001 (URN)10.1109/CSDE50874.2020.9411599 (DOI)2-s2.0-85105428214 (Scopus ID)
Konferens
7th IEEE Conference on Computer Science and Data Engineering (CSDE 2020), Gold Coast, Australia, December 16-18, 2020 (virtual)
Projekt
DIT4BEARS
Anmärkning

ISBN för värdpublikation: 978-1-6654-1974-1

Tillgänglig från: 2020-12-15 Skapad: 2020-12-15 Senast uppdaterad: 2024-05-15Bibliografiskt granskad
3. DHT- and Blockchain-based Smart Identification for Video Conferencing
Öppna denna publikation i ny flik eller fönster >>DHT- and Blockchain-based Smart Identification for Video Conferencing
2022 (Engelska)Ingår i: Blockchain: Research and Applications, ISSN 2096-7209, Vol. 3, nr 2, artikel-id 100066Artikel i tidskrift (Refereegranskat) Published
Abstract [en]

Video conferencing applications help people communicate via the Internet and provide a significant and consistent basis for virtual meetings. However, integrity, security, identification, and authentication problems are still universal. Current video conference technologies typically rely on cloud systems to provide a stable and secure basis for executing tasks and processes. At the same time, video conferencing applications are being migrated from centralized to decentralized solutions for better performance without the need for third-party interactions. This article demonstrates a decentralized smart identification scheme for video conferencing applications based on biometric technology, machine learning, and a decentralized hash table combined with blockchain technology. We store users' information on a distributed hash table and transactional events on the distributed ledger after identifying users by implementing machine learning functions. Furthermore, we leverage distributed ledger technology's immutability and traceability properties and distributed hash table unlimited storage feature to improve the system's storage capacity and immutability by evaluating three possible architectures. The experimental results show that an architecture based on blockchain and distributed hash table has better efficiency but needs a longer time to execute than the two other architectures using a centralized database.

Ort, förlag, år, upplaga, sidor
Elsevier, 2022
Nyckelord
Video conferencing, Blockchain, IPFS, Decentralized web hosting, Machine learning
Nationell ämneskategori
Datorsystem
Forskningsämne
Distribuerade datorsystem; Cyberfysiska system
Identifikatorer
urn:nbn:se:ltu:diva-89406 (URN)10.1016/j.bcra.2022.100066 (DOI)000907670900007 ()2-s2.0-85134433660 (Scopus ID)
Anmärkning

Validerad;2022;Nivå 1;2022-04-13 (sofila);

Funder: Kolarctic CBC project DIT4BEARS (grant no. KO4096)

Tillgänglig från: 2022-02-28 Skapad: 2022-02-28 Senast uppdaterad: 2024-05-15Bibliografiskt granskad
4. Comparative Analysis of Decentralized Identity Approaches
Öppna denna publikation i ny flik eller fönster >>Comparative Analysis of Decentralized Identity Approaches
2022 (Engelska)Ingår i: IEEE Access, E-ISSN 2169-3536, Vol. 10, s. 92273-92283Artikel i tidskrift (Refereegranskat) Published
Abstract [en]

Decentralization is essential when trust and performance must not depend on a single organization. Distributed Ledger Technologies (DLTs) and Decentralized Hash Tables (DHTs) are examples where the DLT is useful for transactional events, and the DHT is useful for large-scale data storage. The combination of these two technologies can meet many challenges. The blockchain is a DLT with immutable history protected by cryptographic signatures in data blocks. Identification is an essential issue traditionally provided by centralized trust anchors. Self-sovereign identities (SSIs) are proposed decentralized models where users can control and manage their identities with the help of DHT. However, slowness is a challenge among decentralized identification systems because of many connections and requests among participants. In this article, we focus on decentralized identification by DLT and DHT, where users can control their information and store biometrics. We survey some existing alternatives and address the performance challenge by comparing different decentralized identification technologies based on execution time and throughput. We show that the DHT and machine learning model (BioIPFS) performs better than other solutions such as uPort, ShoCard, and BBID.

Ort, förlag, år, upplaga, sidor
IEEE, 2022
Nyckelord
Identification, Decentralization, Distributed hash table, Self-sovereign identity
Nationell ämneskategori
Datorteknik Datorsystem
Forskningsämne
Distribuerade datorsystem; Cyberfysiska system
Identifikatorer
urn:nbn:se:ltu:diva-92747 (URN)10.1109/access.2022.3202553 (DOI)000852235000001 ()2-s2.0-85137569685 (Scopus ID)
Anmärkning

Validerad;2022;Nivå 2;2022-09-12 (hanlid);

Funder: Kolarctic CBC (KO4096)

Tillgänglig från: 2022-09-01 Skapad: 2022-09-01 Senast uppdaterad: 2024-05-15Bibliografiskt granskad
5. Performance Analysis of Verifiable Data Registry Solutions for Decentralized Identifiers
Öppna denna publikation i ny flik eller fönster >>Performance Analysis of Verifiable Data Registry Solutions for Decentralized Identifiers
2022 (Engelska)Ingår i: 2022 IEEE Asia-Pacific Conference on Computer Science and Data Engineering (CSDE), IEEE, 2022Konferensbidrag, Publicerat paper (Refereegranskat)
Abstract [en]

User identification in decentralized systems is a demanding task. Identification systems should work resiliently and have efficient performance. Moreover, identification systems should protect the data that they must store against hackers and saboteurs. Keeping a system with decentralized identification without any intervention in the middle has attracted attention to improve earlier centralized identification systems. Decentralized Identifiers (DIDs) constitute a solution for identification divided into different modules. The verifiable data registry is one of the main parts of this technology, which is distributed storage of identity properties. We analyze the decentralized identification data registry and compare the performance of verifiable data registry based on blockchain and the Distributed Hash Table (DHT) on different scales of systems. Our evaluation results show that DHT has better performance. Furthermore, a model based on DHT shows that in addition to immutable storage and faster query time, it makes systems handle or search in data storage with lower searching time compared to Ethereum Blockchain as another immutable secure technology. Finally, our results show that DHT is a better solution than other models in different scenarios. Although blockchain has promising results on a small scale, it still has problems with storage and query time in large-scale systems.

Ort, förlag, år, upplaga, sidor
IEEE, 2022
Nyckelord
Blockchain, Distributed Hash Table, Record keeping, Immutability, Data registry
Nationell ämneskategori
Datavetenskap (datalogi)
Forskningsämne
Distribuerade datorsystem; Cyberfysiska system
Identifikatorer
urn:nbn:se:ltu:diva-94951 (URN)10.1109/CSDE56538.2022.10089278 (DOI)2-s2.0-85153671577 (Scopus ID)
Konferens
9th IEEE Asia-Pacific Conference on Computer Science and Data Engineering (CSDE), Gold Coast, Australia, December 18-20, 2022
Anmärkning

ISBN för värdpublikation: 978-1-6654-5305-9

Tillgänglig från: 2022-12-21 Skapad: 2022-12-21 Senast uppdaterad: 2024-05-15Bibliografiskt granskad
6. Decentralized Identifiers using Distributed Ledger Technologies
Öppna denna publikation i ny flik eller fönster >>Decentralized Identifiers using Distributed Ledger Technologies
2023 (Engelska)Ingår i: 2023 IEEE Asia-Pacific Conference on Computer Science and Data Engineering (CSDE), IEEE, 2023Konferensbidrag, Publicerat paper (Refereegranskat)
Abstract [en]

Decentralized identification is an interesting topic for Internet-based systems. Although the use of centralized systems for identification is prevalent, there is still a need for decentralized identification systems that do not rely on a centralized entity. We propose using Distributed Ledger Technology (DLT) to fulfill the needs. Although DLT and Distributed Hash Table (DHT) can be used as technologies in Decentralized Identifiers (DIDs), immutability and the growth of transactions are still challenging. This paper investigates DIDs under the W3C standard and DLT-based technology as one of the solutions for verifiable data registries in DIDs. We evaluate our proposed solution by comparing three models wrt. query time for verifiable data registries. Our proposed architecture for data registry achieves better query time by concealing old transactions from the main DLT.

Ort, förlag, år, upplaga, sidor
IEEE, 2023
Nyckelord
Blockchain, Identification, Immutability, Transactions, Query time
Nationell ämneskategori
Datorsystem
Forskningsämne
Cyberfysiska system; Cybersäkerhet; Distribuerade datorsystem
Identifikatorer
urn:nbn:se:ltu:diva-104979 (URN)10.1109/CSDE59766.2023.10487778 (DOI)
Konferens
IEEE CSDE 2023, 10th Asia-Pacific Conference on Computer Science and Data Engineering, Yanuca Island, Fiji, December 4-6, 2023
Anmärkning

ISBN for host publication: 979-8-3503-4107-2; 979-8-3503-4108-9

Tillgänglig från: 2024-04-04 Skapad: 2024-04-04 Senast uppdaterad: 2024-05-15Bibliografiskt granskad

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