RESeED: A secure regular-expression search tool for storage clouds

نویسندگان

  • Mohsen Amini Salehi
  • Thomas Caldwell
  • Alejandro Fernandez
  • Emmanuel Mickiewicz
  • Eric Rozier
  • Saman A. Zonouz
  • David Redberg
چکیده

Lack of trust has become one of the main concerns of users who tend to utilize one or multiple Cloud providers. Trustworthy Cloud-based computing and data storage require secure and efficient solutions which allow clients to remotely store and process their data in the Cloud. User-side encryption is an established method to secure the user data on the Cloud. However, using encryption, we lose processing capabilities, such as searching, over the Cloud data. In this paper, we present RESeED, a tool that provides usertransparent and Cloud-agnostic regular-expression search functionality over encrypted data across multiple Clouds. Upon a client’s intent to upload a new document to the Cloud, RESeED analyzes the document’s content and updates its data structures accordingly. Then, it encrypts and transfers the document to the Cloud. RESeED provides the regular-expression search functionality over encrypted data by translating the search queries on-the-fly to finite automata and analyzing concise and secure representations of the data before asking the Cloud to download the encrypted documents. RESeED’s parallel architecture enables efficient search over large-scale (and potentially big data scale) data-sets. We evaluate the performance of RESeED experimentally and demonstrate its scalability and correctness using real-world data-sets from arXiv.org and IETF. Our results show that RESeED produces accurate query responses with a reasonable ('6%) storage overhead. The results also demonstrate that for many search queries, RESeED performs faster in compare to the grep utility that functions on unencrypted data. Copyright c © 0000 John Wiley & Sons, Ltd.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Fuzzy retrieval of encrypted data by multi-purpose data-structures

The growing amount of information that has arisen from emerging technologies has caused organizations to face challenges in maintaining and managing their information. Expanding hardware, human resources, outsourcing data management, and maintenance an external organization in the form of cloud storage services, are two common approaches to overcome these challenges; The first approach costs of...

متن کامل

Attribute-based Access Control for Cloud-based Electronic Health Record (EHR) Systems

Electronic health record (EHR) system facilitates integrating patients' medical information and improves service productivity. However, user access to patient data in a privacy-preserving manner is still challenging problem. Many studies concerned with security and privacy in EHR systems. Rezaeibagha and Mu [1] have proposed a hybrid architecture for privacy-preserving accessing patient records...

متن کامل

Various Secure Data Sharing Techniques in Public Cloud

This paper presents the various secure data sharing techniques in public clouds. A public cloud allows resources such as applications and storage to be accessible to the public over the internet. Due to the benefits of cloud storage, there has been a growing trend to use the public cloud for secure data sharing and storage. The public cloud storage model should solve the critical issue of data ...

متن کامل

Practical Private Regular Expression Matching

Regular expressions are a frequently used tool to search in large texts. They provide the ability to compare against a structured pattern that can match many text strings and are common to many applications, even programming languages. This paper extends the problem to the private two-party setting where one party has the text string and the other party has the regular expression. The privacy c...

متن کامل

Towards the Secure Storage of Images on Multi-Cloud System

With the rapidly changing technological realm, there is an urgent need to provide and protect the confidentiality of confidential images when stored in a cloud environment. To overcome the security risks associated with single cloud, multiple clouds offered by unrelated cloud providers have to be used. This paper outlines an integrated encryption scheme for the secure storage of confidential im...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:
  • Softw., Pract. Exper.

دوره 47  شماره 

صفحات  -

تاریخ انتشار 2017