SDB: A Secure Query Processing System with Data Interoperability
نویسندگان
چکیده
We address security issues in a cloud database system which employs the DBaaS model — a data owner (DO) exports data to a cloud database service provider (SP). To provide data security, sensitive data is encrypted by the DO before it is uploaded to the SP. Compared to existing secure query processing systems like CryptDB [7] and MONOMI [8], in which data operations (e.g., comparison or addition) are supported by specialized encryption schemes, our demo system, SDB, is implemented based on a set of datainteroperable secure operators, i.e., the output of an operator can be used as input of another operator. As a result, SDB can support a wide range of complex queries (e.g., all TPC-H queries) efficiently. In this demonstration, we show how our SDB prototype supports secure query processing on complex workload like TPC-H. We also demonstrate how our system protects sensitive information from malicious attackers.
منابع مشابه
A Comparative Study of Query-Set Size and Fixed-Data Perturbation as Two Techniques to Secure Statistical Databases
A statistical database (SDB) is a database that contains a large number of individual sensitive records, but is intended to supply only statistical summary information to its users. A SDB suffers from the inference problem, a way to infer or derive sensitive data from non-sensitive data. In this study, two security techniques of SDBs, Query-Set Size and FixedData Perturbation are selected to re...
متن کاملانتخاب مناسبترین زبان پرسوجو برای استفاده از فراپیوندها جهت استخراج دادهها در حالت دیتالوگ در سامانه پایگاه داده استنتاجی DES
Deductive Database systems are designed based on a logical data model. Data (as opposed to Relational Databases Management System (RDBMS) in which data stored in tables) are saved as facts in a Deductive Database system. Datalog Educational System (DES) is a Deductive Database system that Datalog mode is the default mode in this system. It can extract data to use outer joins with three query la...
متن کاملExtending Geographic Databases for a Query Language to Support Queries Involving Statistical Data
The concepts abstracted from reality and represented through the dimensions in a Statistical Database (SDB) support the user to use them in query formulation and processing. Instead, all those useful properties involved in a query that cannot be obtained through dimension/s in a SDB (for example, the concept of adjacency) can be presented in a Geographical Database (GDB). This paper presents a ...
متن کاملSeparating indexes from data: a distributed scheme for secure database outsourcing
Database outsourcing is an idea to eliminate the burden of database management from organizations. Since data is a critical asset of organizations, preserving its privacy from outside adversary and untrusted server should be warranted. In this paper, we present a distributed scheme based on storing shares of data on different servers and separating indexes from data on a distinct server. Shamir...
متن کاملMLS DBMS Interoperability Study
Interoperability among heterogeneous databases is a fundamental requirement of many emerging Department of Defense (DoD) systems. Often these systems also have requirements for Multilevel-Secure (MLS) operation, where data is labeled to reflect its sensitivity level (e.g., UNCLASSIFIED, SECRET, etc.). The Air Force Rome Laboratory MLS Database Management System (DBMS) Interoperability Study has...
متن کاملذخیره 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 ناماگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید
ورودعنوان ژورنال:
- PVLDB
دوره 8 شماره
صفحات -
تاریخ انتشار 2015