Integrating Machine Learning with Blockchain to Ensure Data Privacy

Singhar, Sunil Samanta; Jena, Debasish; Sharma, Suraj

doi:10.1109/icccnt49239.2020.9225342

Cited by 3 publications

(1 citation statement)

References 22 publications

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“…Blockchain Technology has a significant position in which it brings the technological and the real-world much closer by providing an individualistic forum (indispensable of human support) and perfect security and also besides reinforcing security reliability [10]. Several analysts have reshaped the blockchain structure to conquer the definitive blockchain confrontation in IoT by manipulating a hierarchical structure to improve reliability, efficiency, and aloft the blockchain networks [9].…”

Section: Blockchain's Background Theorymentioning

confidence: 99%

Converging Blockchain for Organ Donation

Kavitha¹,

Priyadharshini

Priyanka³

et al. 2023

IoT, Cloud and Data Science

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Allograft has emerged as a preeminent province in medical management. In today's contemporary world, many emerging technologies have evolved and are digitally automatized with the help of Artificial intelligence, Cloud, Blockchain, etc, and it brings innovative solutions for the critical problems to make new vogue [7]. practitioners are given the challenge of forcibly acquiring, and companionating health records [18]. The most highly demanded aspects of the interweb are privacy and security, and this is where blockchain plays a predominant role. It has features such as transparency, decentralization, and immutability that make it indispensable. This technology has captivated remarkable attention from researchers as well as government organizations [6]. By using blockchain, electronic medical records (EMR) and donor details can be stored securely. The electronic medical records are hashed through a distributed IFPS file server that is secure and it is immutable. It is done with the aid of user signs acquired digitally at the time of saving, which cannot be redo anymore. This paper aims to/ design a web portal to collect unused medicine and give those to needy people through hospitals or NGOs that will be beneficial to them. It can be done after checking the medicines and it is approved by the admin or hospitals.

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Section: Blockchain's Background Theorymentioning

confidence: 99%

Converging Blockchain for Organ Donation

Kavitha¹,

Priyadharshini

Priyanka³

et al. 2023

IoT, Cloud and Data Science

View full text Add to dashboard Cite

show abstract

EMRI: A scalable and secure Blockchain-based IoMT framework for healthcare data transaction

Mallick

Sharma

2021

2021 19th OITS International Conference on Information Technology (OCIT)

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Predictive Analysis-Based AI-Driven Data Security Authentication and Authorization for Medical Warehousing Mechanisms

Senthil,

Prabha

2024

Advances in Electronic Commerce

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Maintaining data security is important for several reasons, as it shields patients, first and foremost, from fraud, identity theft, and prejudice due to their medical history. This paper presents a comprehensive framework for enhancing data security authentication and authorization within medical warehousing mechanisms in the context of e-commerce, leveraging predictive analysis, artificial intelligence (AI), and blockchain technology. In an era where the integrity and confidentiality of medical data are paramount, the proposed framework integrates advanced predictive analysis models and AI-driven authentication mechanisms with the immutable nature of blockchain to ensure robust security measures. The proposed solution presents an innovative approach to enhance data security authentication and authorization within medical warehousing mechanisms, leveraging predictive analysis and AI algorithms within the context of e-commerce-enabled blockchain. Specifically, the study focuses on employing Naive Bayes, LSTM, and XGBoost for predictive analysis to fortify security measures.

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Integrating Machine Learning with Blockchain to Ensure Data Privacy

Cited by 3 publications

References 22 publications

Converging Blockchain for Organ Donation

Converging Blockchain for Organ Donation

EMRI: A scalable and secure Blockchain-based IoMT framework for healthcare data transaction

Predictive Analysis-Based AI-Driven Data Security Authentication and Authorization for Medical Warehousing Mechanisms

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