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INTERNATIONAL JOURNAL OF SCIENTIFIC DEVELOPMENT AND RESEARCH
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ISSN Approved Journal No: 2455-2631 | Impact factor: 8.15 | ESTD Year: 2016
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Paper Title:	Hadoop Distributed File System Hybrid Encryption Algorithm for Big Data Security
Authors Name:	Khushi Ram , Prof (Dr.) Mukesh Singla
Unique Id:	IJSDR2303263
Published In:	Volume 8 Issue 3, March-2023
Abstract:	Big Data has become a crucial asset for organizations, but its security remains a significant concern. Traditional encryption algorithms may not provide sufficient protection for large-scale distributed systems like Hadoop Distributed File System (HDFS). To address this challenge, this paper present a hybrid encryption algorithm that combines the strengths of both symmetric and attribute-based encryption techniques for enhanced security of Big Data in HDFS.The present algorithm utilizes the Advanced Encryption Standard (AES) as a symmetric encryption algorithm and Cipher Policy Attribute-Based Encryption (CP-ABE) for attribute-based encryption. This two-tier security approach enables the encryption of file attributes using CP-ABE and the encryption of the file itself using AES with the key generated by CP-ABE. This combination enhances data security while also facilitating the identification of intruders during the decryption process.The evaluation of the present hybrid encryption algorithm is performed by comparing it with traditional encryption algorithms, including Data Encryption Standard (DES), Triple DES (3DES), and Blowfish. The results demonstrate that the hybrid model outperforms these conventional algorithms in terms of encryption time, decryption time, throughput, and efficiency.
Keywords:	Big data security, Hadoop, data encryption and decryption
Cite Article:	"Hadoop Distributed File System Hybrid Encryption Algorithm for Big Data Security", International Journal of Science & Engineering Development Research (www.ijsdr.org), ISSN:2455-2631, Vol.8, Issue 3, page no.1497 - 1505, March-2023, Available :http://www.ijsdr.org/papers/IJSDR2303263.pdf
Downloads:	000337353
Publication Details:	Published Paper ID: IJSDR2303263 Registration ID:206814 Published In: Volume 8 Issue 3, March-2023 DOI (Digital Object Identifier): Page No: 1497 - 1505 Publisher: IJSDR \| www.ijsdr.org ISSN Number: 2455-2631

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