DCC: A High-Performance Distributed Encryption Framework for Large Volumes of Data

Data privacy and security is becoming one of the most important subjects for IT companies, as it has the potential to shift their reputation and therefore influence their value on the market. However, on a large scale, namely in Big Data platforms, securing data may be a major challenge as it can limit the system's performance. Therefore, finding solutions that enable a compromise between security and performance is a must. In this paper, we present a framework called Distributed Cipher Chaining (DCC) which allows the creation of flexible encryption schemes that can offer configurable levels of availability. We also present a local multi-threaded implementation as well as a distributed multi-process implementation and the advantages and applications of each one. We show that our solution is well adapted to large files as it outperforms state-of-the art methods while improving the diffusion rate.

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Publication Details

Journal
IEEE Transactions on Dependable and Secure Computing
Published
2025-04-14
DOI
https://doi.org/10.1109/tdsc.2025.3558764
Citations
1
Primary Topic
Advanced Data Storage Technologies
Type
article
Field-Weighted Citation Impact
1.49
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article

DCC: A High-Performance Distributed Encryption Framework for Large Volumes of Data

Riadh Robbana, Oussama Trabelsi, Lilia Sfaxi
1 citations
IEEE Transactions on Dependable and Secure Computing
Advanced Data Storage Technologies
1.49
article

DCC: A High-Performance Distributed Encryption Framework for Large Volumes of Data

Riadh Robbana, Oussama Trabelsi, Lilia Sfaxi
article en
1 citations

Abstract

Data privacy and security is becoming one of the most important subjects for IT companies, as it has the potential to shift their reputation and therefore influence their value on the market. However, on a large scale, namely in Big Data platforms, securing data may be a major challenge as it can limit the system's performance. Therefore, finding solutions that enable a compromise between security and performance is a must. In this paper, we present a framework called Distributed Cipher Chaining (DCC) which allows the creation of flexible encryption schemes that can offer configurable levels of availability. We also present a local multi-threaded implementation as well as a distributed multi-process implementation and the advantages and applications of each one. We show that our solution is well adapted to large files as it outperforms state-of-the art methods while improving the diffusion rate.

IEEE Transactions on Dependable and Secure ComputingVol. 22(6)
Tunisia Private University (TN), École Pour l'Informatique et les Techniques Avancées (FR), National Institute of Applied Science and Technology (TN)
Openalex Percentile: Top 18%
Advanced Data Storage Technologies
1.49
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