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Kholoud Saad Saleh Al-Saleh

Assistant Professor

Information Technology Department

علوم الحاسب والمعلومات
Building 6, floor 3 office 81
publication
Journal Article
2018

Locality aware Path ORAM: Implementation, experimentation and analytical modeling

Al-Saleh, Kholoud Saad . 2018

In this paper, we propose an advanced implementation of Path ORAM to hide the access pattern to outsourced data into the cloud. This implementation takes advantage of eventual data locality and popularity by introducing a small amount of extra storage at the client side. Two replacement strategies are used to manage this extra storage (cache): the Least Recently Used (LRU) and the Least Frequently Used (LFU). Using the same test bed, conducted experiments clearly show the superiority of the advanced implementation compared to the traditional Path ORAM implementation, even for a small cache size and reduced data locality. We then present a mathematical model that provides closed form solutions when data requests follow a Zipf distribution with non-null parameter. This model is showed to have a small and acceptable relative error and is then well validated by the conducted experimental results.

Volume Number
7
Issue Number
4
Magazine \ Newspaper
Computers
Pages
56
more of publication
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Oblivious Random-Access Memory (ORAM) is becoming a fundamental component for modern outsourced storages as a cryptographic primitive to prevent information leakage from a user access pattern. The…

by Kholoud Saad Al-Saleh
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publications

In this paper, we propose an advanced implementation of Path ORAM to hide the access pattern to outsourced data into the cloud. This implementation takes advantage of eventual data locality and…

by Kholoud Saad Al-Saleh
2018