Application of artificial intelligence and machine learning in blockchain technology

Siddiqui, Zeeshan Ali; Haroon, Mohd

doi:10.1016/b978-0-12-824054-0.00001-0

Cited by 6 publications

(2 citation statements)

References 18 publications

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“…Others focus on the literature surrounding the use of blockchains. Blockchain Technology (BT) and traditional security measures can neutralize all hostile threats posed by real-world physical equipment [22][23][24]. The ability of a user to keep their confidential information private or choose the level of information disclosure in a shared context is known as privacy.…”

Section: Introductionmentioning

confidence: 99%

Critical Controlling for the Network Security and Privacy Based on Blockchain Technology: A Fuzzy DEMATEL Approach

et al. 2023

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The Internet of Things (IoT) has been considered in various fields in the last decade. With the increasing number of IoT devices in the community, secure, accessible, and reliable infrastructure for processing and storing computed data has become necessary. Since traditional security protocols are unsuitable for IoT devices, IoT implementation is fraught with privacy and security challenges. Thus, blockchain technology has become an effective solution to the problems of IoT security. Blockchain is an empirical data distribution and storage model involving point-to-point transmission, consensus mechanism, asymmetric encryption, smart contract, and other computer technologies. Security and privacy are becoming increasingly important in using the IoT. Therefore, this study provides a comprehensive framework for classifying security criteria based on blockchain technology. Another goal of the present study is to identify causal relationship factors for the security issue using the Fuzzy Decision-Making Trial-and-Evaluation Laboratory (FDEMATEL) approach. In order to deal with uncertainty in human judgment, fuzzy logic is considered an effective tool. The present study’s results show the proposed approach’s efficiency. Authentication (CR6), intrusion detection (CR4), and availability (CR5) were also introduced as the most effective and essential criteria, respectively.

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Section: Introductionmentioning

confidence: 99%

Critical Controlling for the Network Security and Privacy Based on Blockchain Technology: A Fuzzy DEMATEL Approach

et al. 2023

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“…Once the data has been registered on the blockchain, it is cryptographically protected using mathematical methods like ethash, SHA256, and equihash [3]. BCT varies from conventional methods in four ways: decentralization, security, auditability, and smart execution [4]. Peer-to-peer transactions are carried out through blockchain, which eliminates the need for third parties and making it more efficient, secure, verifiable, and affordable than traditional client-server-based centralized technology.…”

Section: Introductionmentioning

confidence: 99%

Analysis of Challenges for Blockchain Adoption in Enterprise Distributed Applications

Siddiqui,

Haroon

2023

IJRITCC

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Decentralization, auditability, smart execution, and security are four ways that blockchain technology (BCT) differs from current cutting-edge technologies based on client-server architecture. Without the need of any middlemen, blockchain technology builds trust between untrustworthy parties. By employing its distinctive properties, blockchain technology is presently used to address the problems of enterprise distributed applications (EDAs) to some extent. As a result, businesses involved in a wide range of industries have shown interest in it. Despite being praised as tool for businesses to create secure applications, BCT is still not widely used. The objective of the current study is to use an extension of the technology acceptance model (TAM2), constituted by 15 hypotheses (H1–H15), to address the factors that influence professionals' desire to adopt the BCT in the EDAs. In order to achieve the research objective, the study consists of a quantitative non-experimental correlational method with the goal of creating an empirical model to evaluate the relationship between perceived usefulness, perceived ease of use, scalability, effort, performance, adaptability, maintainability, experience, and blockchain adoption in India with a focus on EDAs. Descriptive analysis, discriminant analysis, multiple linear regression, ANOVA, homoscedasticity, multicollinearity, reliability, linearity, survey question's normality, and independent errors are conducted to analyze survey data from a sample of 396 IT professionals from various firms in India. The findings show that IT professionals' desire to employ the BCT in EDAs are positively impacted by all the hypothesis except H3 and H8 that has no impact on IT professionals' desire to employ BCT.

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Exploiting of Electrical Energy and Artificial Intelligence for Automation

Haroon,

mokarim,

Tripathi

2024

Advances in Intelligent Systems and Computing

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Application of artificial intelligence and machine learning in blockchain technology

Cited by 6 publications

References 18 publications

Critical Controlling for the Network Security and Privacy Based on Blockchain Technology: A Fuzzy DEMATEL Approach

Critical Controlling for the Network Security and Privacy Based on Blockchain Technology: A Fuzzy DEMATEL Approach

Analysis of Challenges for Blockchain Adoption in Enterprise Distributed Applications

Exploiting of Electrical Energy and Artificial Intelligence for Automation

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