JWTAMH:基于 JSON 网络令牌的 HADOOP 验证机制。

Manish Gupta, Anish Gupta, Britto Raj S., Annu Sharma
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引用次数: 0

摘要

Hadoop 平台已成为处理大规模数据处理任务的广泛采用的分布式计算平台。然而,由于网络攻击风险的增加,Hadoop 平台的安全性已成为一个主要问题。为了解决这个问题,人们为 Hadoop 平台提出了各种安全机制,包括身份验证和访问控制。本研究论文提出了一种基于令牌的身份验证机制,以增强 Hadoop 平台的安全性。该机制结合使用了 Kerberos 和 JSON Web 标记(JWT),以确保 Hadoop 组件之间的安全通信。实验结果证明了单点故障、猜测攻击、重放攻击、暴力攻击和字典攻击的有效性。与其他模型相比,所提出的模型在平均处理时间和认证准确性方面具有更好的性能。
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JWTAMH: JSON Web Tokens Based Authentication Mechanism for HADOOP.
The Hadoop platform has become a widely adopted distributed computing platform for handling large-scale data processing tasks. However, the security of the Hadoop platform has become a major concern due to the increased risk of cyber-attacks. To address this concern, various security mechanisms have been proposed for the Hadoop platform, including authentication and access control. This research paper proposes a token-based authentication mechanism to enhance the security of the Hadoop platform. The proposed mechanism utilizes a combination of Kerberos and JSON Web Tokens (JWT) for secure communication between Hadoop components. The experimental results demonstrate the effectiveness of the Single point of failure, Guessing attack, Replay Attack, Brute force attack, and Dictionary attack. The proposed model has better performance in terms of average processing time and accuracy of authentication than other models.
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