상세정보
학술대회
Data Randomization for Lightweight Secure Data Aggregation in Sensor Network
- 발행일
- 200806
- 출처
- International Conference on Ubiquitous Intelligence and Computing (UIC) 2008 (LNCS 5061), v.5061, pp.338-351
- 협약과제
- 08MK1100, 차세대 시큐리티 기술 개발, 조현숙
- 초록
- Data aggregation is one of the main purposes for which sensor networks are developed. However, to secure the data aggregation schemes, several security-related issues have raised including the need for efficient implementations of cryptographic algorithms, secure key management schemes' design and many others. Several works has been introduced in this direction and succeeded to some extent in providing relatively efficient solutions. Yet, one of the questions to be answered is that, can we still aggregate the sensed data with less security-related computation while maintaining a marginal level of security and accuracy? In this paper, we consider data randomization as a possible approach for data aggregation. Since the individual single sensed record is not of a big concern when using data for aggregation, we show how data randomization can explicitly hide the exact single data records to securely exchange them between nodes. To improve the security and accuracy of this approach, we introduce a hybrid scheme that uses the cryptographic approach for a fraction of nodes. We study the efficiency of our schemes in terms of the estimate accuracy and the overhead. © 2008 Springer-Verlag Berlin Heidelberg.
- 키워드
- Computation efficiency, Data aggregation, Data randomization, Experimental justification, Security, Sensor network
- KSP 제안 키워드
- Computation efficiency, Cryptographic Algorithms, Efficient solution, Hybrid Scheme, Key Management Scheme, Network Data, Secure data aggregation, Sensor networks, efficient implementation, need for