Efficiently Validating Aggregated IoT Data Integrity

2018 IEEE Fourth International Conference on Big Data Computing Service and Applications (BigDataService)(2018)

引用 7|浏览16
暂无评分
摘要
We address the problem of validating the integrity of data aggregated in applications that run on the Internet of Things (IoT). When data from multiple sources is sent to a single receiver, the receiver needs to efficiently verify the authenticity and integrity of data. For example, sensors from multiple IoT devices would send the measurements to a gateway for data aggregation and/or processing. The gateway needs to verify the authenticity and integrity of the readings from sensors. To address this need, we propose a lightweight homomorphic signature scheme that supports the execution of aggregation operations. Our approach collects digital signatures from multiple sources and provides an efficient aggregated signature verification mechanism for the end receiver. The aggregation and verification mechanism preserves the privacy of intermediate nodes. We discuss how our homomorphic signature scheme resists forgery and replay attacks.
更多
查看译文
关键词
single receiver,multiple IoT devices,gateway,data aggregation,lightweight homomorphic signature scheme,efficient aggregated signature verification mechanism,end receiver,replay attack,forgery attack,privacy preservation,digital signatures,aggregation operation execution,sensor readings,data processing,data multiple sources,Internet of Things,aggregated IoT data integrity validation,authenticity verification
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要