Detection of Energy Consumption Cyber Attacks on Smart Devices
International Conference on Future Access Enablers for Ubiquitous and Intelligent Infrastructures(2024)
摘要
With the rapid development of Internet of Things (IoT) technology,
intelligent systems are increasingly integrating into everyday life and
people's homes. However, the proliferation of these technologies raises
concerns about the security of smart home devices. These devices often face
resource constraints and may connect to unreliable networks, posing risks to
the data they handle. Securing IoT technology is crucial due to the sensitive
data involved.
Preventing energy attacks and ensuring the security of IoT infrastructure are
key challenges in modern smart homes. Monitoring energy consumption can be an
effective approach to detecting abnormal behavior and IoT cyberattacks.
Lightweight algorithms are necessary to accommodate the resource limitations of
IoT devices.
This paper presents a lightweight technique for detecting energy consumption
attacks on smart home devices by analyzing received packets. The proposed
algorithm considers TCP, UDP, and MQTT protocols, as well as device statuses
(Idle, active, under attack). It accounts for resource constraints and promptly
alerts administrators upon detecting an attack. The proposed approach
effectively identifies energy consumption attacks by measuring packet reception
rates for different protocols.
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