IEEE Transactions on Emerging Topics in Computing · 2016 · 778 citations · 111 references
ComputingComputer ScienceCybersecurityComputer SecurityEdge ComputingInternet Of ThingsEdge DevicesEdge InfrastructureEdge SecurityIot Communication ProtocolsIot Edge ComputingIot SecurityCommunication ProtocolsEdge NodesEnergyIot Reference ModelsIot Security ArchitecturePrivacySecurity In Internet Of Things Networks
Internet of Things (IoT), also referred to as the Internet of Objects, is envisioned as a transformative approach for providing numerous services. Compact smart devices constitute an essential part of IoT. They range widely in use, size, energy capacity, and computation power. However, the integration of these smart things into the standard Internet introduces several security challenges because the majority of Internet technologies and communication protocols were not designed to support IoT. Moreover, commercialization of IoT has led to public security concerns, including personal privacy issues, threat of cyber attacks, and organized crime. In order to provide a guideline for those who want to investigate IoT security and contribute to its improvement, this survey attempts to provide a comprehensive list of vulnerabilities and countermeasures against them on the edge-side layer of IoT, which consists of three levels: (i) edge nodes, (ii) communication, and (iii) edge computing. To achieve this goal, we first briefly describe three widely-known IoT reference models and define security in the context of IoT. Second, we discuss the possible applications of IoT and potential motivations of the attackers who target this new paradigm. Third, we discuss different attacks and threats. Fourth, we describe possible countermeasures against these attacks. Finally, we introduce two emerging security challenges not yet explained in detail in previous literature.
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Leo Breiman · Machine Learning · 1996 · 17K citations · Full text
Leo Breiman · Machine Learning · 1996 · 16.4K citations · Full text
The Internet of Things: A survey
Luigi Atzori, Antonio Iera, Giacomo Morabito · Computer Networks · 2010 · 15.3K citations