An Analysis the Big Data Security Based on Hadoop Framework using Hybrid Encryption Technique

Enhancing Data Security in Cloud Computing using Hybrid Encryption Technique

Authors

  • Vijay Kumar Yadav
  • Anoop Kumar Chaturvedi

Keywords:

Big Data Security, Hadoop Framework, Hybrid Encryption Technique, Cloud integration, Mapreduce, Hadoop Distributed File System, AES-128, ECM mode, OTP algorithm, HDFS data blocks

Abstract

Cloud integration helps in distributing data over different cloud storage and helps applicationprograms to access and process data using different computation mechanisms. Hadoop is based on twomain modules Mapreduce for processing and generating large data sets and Hadoop Distributed FileSystem (HDFS) for storing data on distributed clusters. Hadoop has been commonly accepted in the fieldof cloud computing where resource utilization and system performance require an excellent taskscheduling mechanism. AES- 128 in ECM mode will be used to encrypt the OTP algorithm's key, whichwill then be used to encrypt HDFS data blocks utilizing the suggested technique. Using the OTPalgorithm, we can ensure that the plaintext the asymmetric key are the same length (i.e., 128 bits).Using encryption decryption with a variety of keys, cryptographic methods are largely used to protectdata on the cloud. Hybrid-Key Stream Cipher Mechanism is a proposed method (HKSCM). Python will beused for the actual implementation of the proposed algorithm. For practical implementation we use LinuxOS, Containerization, various Clouds platforms.

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Published

2021-08-01

How to Cite

[1]
“An Analysis the Big Data Security Based on Hadoop Framework using Hybrid Encryption Technique: Enhancing Data Security in Cloud Computing using Hybrid Encryption Technique”, JASRAE, vol. 18, no. 5, pp. 396–401, Aug. 2021, Accessed: Jul. 03, 2024. [Online]. Available: https://ignited.in/jasrae/article/view/13496

How to Cite

[1]
“An Analysis the Big Data Security Based on Hadoop Framework using Hybrid Encryption Technique: Enhancing Data Security in Cloud Computing using Hybrid Encryption Technique”, JASRAE, vol. 18, no. 5, pp. 396–401, Aug. 2021, Accessed: Jul. 03, 2024. [Online]. Available: https://ignited.in/jasrae/article/view/13496