SPARK: Secure Pseudorandom Key-based Encryption for Deduplicated Storage

Jay Dave*, Parvez Faruki, Vijay Laxmi, Akka Zemmari, Manoj Gaur, Mauro Conti

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

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Abstract

Deduplication is a widely used technology to reduce the storage and communication cost for cloud storage services. For any cloud infrastructure, data confidentiality is one of the primary concerns. Data confidentiality can be achieved via user-side encryption. However, conventional encryption mechanism is at odds with deduplication. Developing a user-side encryption mechanism with deduplication is a vital research topic. Existing state-of-the-art solutions in security of deduplication are vulnerable to dictionary attacks and tag inconsistency anomaly. In this paper, we present SPARK, a novel approach for secure pseudorandom key-based encryption for deduplicated storage. SPARK achieves semantic security along with deduplication. Security analysis proves that SPARK is secure against dictionary attacks and tag inconsistency anomaly. As a proof of concept, we implement SPARK in realistic environment and demonstrate its efficiency and effectiveness.

Original languageEnglish
Pages (from-to)148-159
Number of pages12
JournalComputer Communications
Volume154
DOIs
Publication statusPublished - 2020

Bibliographical note

Green Open Access added to TU Delft Institutional Repository ‘You share, we take care!’ – Taverne project https://www.openaccess.nl/en/you-share-we-take-care
Otherwise as indicated in the copyright section: the publisher is the copyright holder of this work and the author uses the Dutch legislation to make this work public.

Keywords

  • Deduplication
  • Dictionary attacks
  • Encryption
  • Tag inconsistency anomaly

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