Tez No İndirme Tez Künye Durumu
401219
Protru: Leveraging provenance to enhance network trust in a wireless sensor network /
Yazar:GÜLÜSTAN DOĞAN
Danışman: PROF. TED BROWN
Yer Bilgisi: The City University of New York / Yurtdışı Enstitü
Konu:Bilgisayar Mühendisliği Bilimleri-Bilgisayar ve Kontrol = Computer Engineering and Computer Science and Control
Dizin:
Onaylandı
Doktora
İngilizce
2013
136 s.
Trust can be an important component of wireless sensor networks for believability of the produced data and historical value is a crucial asset in deciding trust of the data. A node's trust can change over time after its initial deployment due to various reasons such as energy loss, environmental conditions or exhausting sources. Provenance can play a significant role for supporting the calculation of information trust by recording the data flow and snapshots of the network. Furthermore provenance can be used for registering previous trust records and other information such as node type, data type, node location, average of the historical data. We will introduce a node-level trust-enhancing architecture for sensor networks using provenance. Our network will be cognitive in the sense that our system will react automatically upon detecting anomalies. Through simulations we will verify our model and will show that our approach can provide substantial enhancements in information trust as compared to the traditional network approaches.