Title :
On information leakage by indexes over data fragments
Author :
De Capitani di Vimercati, Sabrina ; Foresti, Sara ; Jajodia, Sushil ; Paraboschi, Stefano ; Samarati, Pierangela
Author_Institution :
DI, Univ. degli Studi di Milano, Milan, Italy
Abstract :
Data fragmentation has recently emerged as a complementary approach to encryption for protecting confidentiality of sensitive associations when storing data at external parties. In this paper, we discuss how the use of indexes, typically associated with the encrypted portion of the data, while desirable for providing effectiveness and efficiency in query execution, can - combined with fragmentation - cause potential leakage of confidential (encrypted or fragmented) information. We illustrate how the exposure to leakage varies depending on the kind of indexes. Such observations can result useful for the design of approaches assessing information exposure and for the definition of safe (free from inferences) indexes in fragmented data.
Keywords :
cryptography; data privacy; indexing; query processing; confidential information; confidentiality protection; data encrypted portion; data fragmentation; data storage; encryption; index information leakage; index safety; information exposure assessment; query execution; sensitive association; Cryptography; Diabetes; Diseases; Indexing; Observers; Servers;
Conference_Titel :
Data Engineering Workshops (ICDEW), 2013 IEEE 29th International Conference on
Conference_Location :
Brisbane, QLD
Print_ISBN :
978-1-4673-5303-8
Electronic_ISBN :
978-1-4673-5302-1
DOI :
10.1109/ICDEW.2013.6547434