When Intrusion Detection Meets Blockchain Technology: A Review
By W. Meng, Elmar Tischhauser, Qingju Wang, Yu Wang, Jinguang Han. IEEE Access, 2018
426 citations recorded by the source corpus.
With the purpose of identifying cyber threats and possible incidents, intrusion detection systems (IDSs) are widely deployed in various computer networks. In order to enhance the detection capability of a single IDS, collaborative intrusion detection networks (or collaborative IDSs) have been developed, which allow IDS nodes to exchange data with each other. However, data and trust management still remain two challenges for current detection architectures, which may degrade the effectiveness of such detection systems. In recent years, blockchain technology has shown its adaptability in many fields, such as supply chain management, international payment, interbanking, and so on. As blockchain can protect the integrity of data storage and ensure process transparency, it has a potential to be applied to intrusion detection domain. Motivated by this, this paper provides a review regarding the intersection of IDSs and blockchains. In particular, we introduce the background of intrusion detection and blockchain, discuss the applicability of blockchain to intrusion detection, and identify open challenges in this direction.
Subfields: Computer Networks and Communications, Information Systems, Signal Processing
View Paper: https://www.semanticscholar.org/paper/a30b4b52b1e7b0aff4a5085cdc43ace30ca66f5e
How researchers see this paper
The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.
In Computer Networks and Communications
- Benjamin P. Turnbull
- Nour Moustafa
- Tsan-Ming (Jason) Choi
- Richa Butala
- Surabhi Somani
- Pankaj Dutta
- Kim-Kwang Raymond Choo
- Hongwen Hui
In Information Systems
- Richa Butala
- Surabhi Somani
- Pankaj Dutta
- Tsan-Ming (Jason) Choi
- Asma Khatoon
- Hongwen Hui
- Jameela Al-Jaroodi
- Shui Yu
In Signal Processing
- Benjamin P. Turnbull
- Nour Moustafa
- Kim-Kwang Raymond Choo
- Shui Yu
- Muhammad Akmal Shafique
- Muneeb Ul Hassan
- Jinjun Chen
- Helge Janicke
Citations in the corpus
- Blockchain technology in supply chain operations: Applications, challenges and research opportunities (2020, positive): “There is a risk associated with the tampering and security of the codes which can be resolved by the use of blockchain technology because it helps to ensure the integrity and transparency of data storage (Meng et al., 2018).”
- A Deep Blockchain Framework-Enabled Collaborative Intrusion Detection for Protecting IoT and Cloud Networks (2021, background): “Recent reports have highlighted several security flaws and attacks in blockchain and its associated technology, such as bitcoins and Ethereum [6], [23].”
- Blockchain in Industries: A Survey (2019, background): “applications [104]–[107], intrusion detection [91], and Internet of Things (IoT) [95]–[100].”
- Survey on blockchain for Internet of Things (2019, methodology): “…blockchain-based key management system using anti-quantum cryptosystem Blockchain-based intrusion detection [2,5,9–11, 20, 35, 67, 68, 79, 97, 103] [68] elaborated the possibility of combing blockchain technology and IDS; [79] and [11] focused on the trust computing and vulnerability scanning of…”
- A Roadmap Toward the Resilient Internet of Things for Cyber-Physical Systems (2018, background): “However, through recent implementations and usage in cryptocurrencies [173], [174] the attention is shifted towards smart contracts and blockchains which ensure authentication and integrity of data [44], [46], [47], [96].”
- Blockchain Technologies for the Internet of Things: Research Issues and Challenges (2018, background): “[63] discussed the applicability of blockchain technology in an IDSs.”
- A Blockchain-Based Smart Contract System for Healthcare Management (2020, background): “The blockchain network is, therefore, a decentralized information system [25,26] that contains information about all past transactions and operates on a pre-selected protocol which defines the direction of performing and validating the transactions, as well as the functioning of the entire network…”
- A systematic literature review of blockchain-based applications: Current status, classification and open issues (2019, neutral): “Other reviews focus on security issues of the blockchain (Khan and Salah, 2017; Li et al., 2017a; Meng et al., 2018) and on its potential to enable trust and decentralisation in service systems (Seebacher et al.”
- Blockchain Meets Cloud Computing: A Survey (2020, background): “A few representative benefits of blockchain technology, as widely accepted, include tamper-resistance [6], [7], transparent governance [8], decentralization-powered security [9], [10] and novel business models [11], [12].”
- Differential Privacy Techniques for Cyber Physical Systems: A Survey (2018, methodology): “Large number of current researches proposed cryptographic encryption to preserve the privacy of social IoT systems [13], [15].”