On the Incorporation of Secure Filter in ICMetrics Group Communications

Tahir, Hasan; Howells, Gareth; Hu, Huosheng; Gu, Dongbing; McDonald-Maier, Klaus

doi:10.1109/est.2014.26

Cited by 4 publications

(3 citation statements)

References 16 publications

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“…The use of ICMetric security has been successfully applied to applications in cloud computing [9], peer and group based security [10] [11] [12] [13].…”

Section: Integrated Circuit Metric (Icmetric)mentioning

confidence: 99%

Securing MEMS Based Sensor Nodes in the Internet of Things

Tahir

McDonald-Maier

2015

2015 Sixth International Conference on Emerging Security Technologies (EST)

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Security schemes are rendered impractical if their cryptographic keys are compromised. ICMetric technology is an innovation in the field of cryptography that generates a device identification based on the inherent features of a device. Devices in the internet of things (IoT) are cyber physical systems with varying purpose and platforms. Since these devices are deeply entwined with the physical world, the chances of a security failure are higher. In this paper we suggest coupling the ICMetric technology and IoT. We prove that device identification can be generated by using the accelerometer found in many pervasive devices. Our experiments are based on a set of health sensors equipped with a MEMS accelerometer. Periodic readings are obtained from the sensor and analysed mathematically and statistically to generate a stable ICMetric number.

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“…The use of ICMetric security has been successfully applied to applications in cloud computing [9], peer and group based security [10] [11] [12] [13].…”

Section: Integrated Circuit Metric (Icmetric)mentioning

confidence: 99%

Securing MEMS Based Sensor Nodes in the Internet of Things

Tahir

McDonald-Maier

2015

2015 Sixth International Conference on Emerging Security Technologies (EST)

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“…ICMetric is a new technique based on the concept of feature extraction for digital devices. However, it depends on devices' special features to generate a single ICMetric number because every device is singular in its internal environment [2,3] Microelectromechanical system (MEMS) sensors are utilized to generate ICMetric numbers. In other words, the bias readings extracted from these sensors will create this unique security number.…”

Section: Introductionmentioning

confidence: 99%

A hybrid security system for drones based on ICMetric technology

et al. 2023

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Recently, the number of drones has increased, and drones’ illegal and malicious use has become prevalent. The dangerous and wasteful effects are substantial, and the probability of attacks is very high. Therefore, an anomaly detection and protection system are needed. This paper aims to design and implement an intelligent anomaly detection system for the security of unmanned aerial vehicles (UAVs)/drones. The proposed system is heavily based on utilizing ICMetric technology to exploit low-level device features for detection. This technology extracts the accelerometer and gyroscope sensors’ bias to create a unique number known as the ICMetric number. Hence, ICMetric numbers represent additional features integrated into the dataset used to detect drones. This study performs the classification using a deep neural network (DNN). The experimental results prove that the proposed system achieves high levels of detection and performance metrics.

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“…This technique is mainly used in complex, off-the shelf devices but this paper explores using this technique for rather simpler embedded systems to understand if these devices can be classified by the hardware information derived from it. ICMetric procedure is divided in two main sections [3]:…”

Section: Introductionmentioning

confidence: 99%