Searchable Encryption in Apache Cassandra

نویسندگان

  • Tim Waage
  • Ramaninder Singh Jhajj
  • Lena Wiese
چکیده

In today’s cloud computing applications it is common practice for clients to outsource their data to cloud storage providers. That data may contain sensitive information, which the client wishes to protect against this untrustworthy environment. Confidentiality can be preserved by the use of encryption. Unfortunately that makes it difficult to perform efficient searches. There are a couple of different schemes proposed in order to overcome this issue, but only very few of them have been implemented and tested with database servers yet. While traditional databases usually rely on the SQL model, a lot of alternative approaches, commonly referred to as NoSQL (short for “Not only SQL”) databases, occurred in the last years to meet the new requirements of the so called “Web 2.0”, especially in terms of availability and partition tolerance. In this paper we implement three different approaches for searching over encrypted data in the popular NoSQL database Apache Cassandra (offered by many cloud storage providers) and run tests in a distributed environment. Furthermore we quantify their performances and explore options for optimization.

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

Browse searchable encryption schemes: Classification, methods and recent developments

With the advent of cloud computing, data owners tend to submit their data to cloud servers and allow users to access data when needed. However, outsourcing sensitive data will lead to privacy issues. Encrypting data before outsourcing solves privacy issues, but in this case, we will lose the ability to search the data. Searchable encryption (SE) schemes have been proposed to achieve this featur...

متن کامل

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

SESOS: A Verifiable Searchable Outsourcing Scheme for Ordered Structured Data in Cloud Computing

While cloud computing is growing at a remarkable speed, privacy issues are far from being solved. One way to diminish privacy concerns is to store data on the cloud in encrypted form. However, encryption often hinders useful computation cloud services. A theoretical approach is to employ the so-called fully homomorphic encryption, yet the overhead is so high that it is not considered a viable s...

متن کامل

Optimal adaption for Apache Cassandra

Apache Cassandra is a NoSql database offering high scalability and availability. Among with its competitors, e.g. Hbase, SympleDB and BigTable, Cassandra is a widely used platform for big data systems. Tuning the performance of those systems is a complex task and there is a growing demand for autonomic management solutions. In this paper we present an energy-aware adaptation model built from a ...

متن کامل

Decryptable Searchable Encryption

As such, public-key encryption with keyword search (a.k.a PEKS or searchable encryption) does not allow the recipient to decrypt keywords i.e. encryption is not invertible. This paper introduces searchable encryption schemes which enable decryption. An additional feature is that the decryption key and the trapdoor derivation key are totally independent, thereby complying with many contexts of a...

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:

دوره   شماره 

صفحات  -

تاریخ انتشار 2015