From RFID tag ID to IPv6 address mapping mechanism

Ouakasse, Fathia; Rakrak, Said

doi:10.1109/rawsn.2015.7173281

Cited by 4 publications

(1 citation statement)

References 6 publications

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“…Various researchers have introduced machine learning as a DDoS detection algorithm. F. Ouakasse [23] et al used SVM as a DDoS detection algorithm. Although the algorithm performed well on the KDD99 dataset, its performance in the actual environment is unknown.…”

Section: Related Work and Backgroundmentioning

confidence: 99%

Research on the Security of IPv6 Communication Based on Petri Net under IoT

Han

Zhang

Wang

et al. 2023

Sensors

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The distribution of wireless network systems challenges the communication security of Internet of Things (IoT), and the IPv6 protocol is gradually becoming the main communication protocol under the IoT. The Neighbor Discovery Protocol (NDP), as the base protocol of IPv6, includes address resolution, DAD, route redirection and other functions. The NDP protocol faces many attacks, such as DDoS attacks, MITM attacks, etc. In this paper, we focus on the communication-addressing problem between nodes in the Internet of Things (IoT). We propose a Petri-Net-based NS flooding attack model for the flooding attack problem of address resolution protocols under the NDP protocol. Through a fine-grained analysis of the Petri Net model and attacking techniques, we propose another Petri-Net-based defense model under the SDN architecture, achieving security for communications. We further simulate the normal communication between nodes in the EVE-NG simulation environment. We implement a DDoS attack on the communication protocol by an attacker who obtains the attack data through the THC-IPv6 tool. In this paper, the SVM algorithm, random forest algorithm (RF) and Bayesian algorithm (NBC) are used to process the attack data. The NBC algorithm is proven to exhibit high accuracy in classifying and identifying data through experiments. Further, the abnormal data are discarded through the abnormal data processing rules issued by the controller in the SDN architecture, to ensure the security of communications between nodes.

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Section: Related Work and Backgroundmentioning

confidence: 99%

Research on the Security of IPv6 Communication Based on Petri Net under IoT

Han

Zhang

Wang

et al. 2023

Sensors

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A survey on subjecting electronic product code and non‐ID objects to IP identification

Imani¹,

Qiyasi

Zarif

et al. 2020

Engineering Reports

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Over the last decade, both research on the Internet of Things (IoT) and real‐world IoT applications have grown exponentially. The IoT provides us with smarter cities, intelligent homes, and generally more comfortable lives. However, the introduction of these devices has led to several new challenges that must be addressed. One of the critical challenges facing interacting with IoT devices is to address billions of devices (things) around the world, including computers, tablets, smartphones, wearable devices, sensors, and embedded computers, and so on. This article provides a survey on subjecting Electronic Product Code and non‐ID objects to IP identification for IoT devices, including their advantages and disadvantages thereof. Different metrics are here proposed and used for evaluating these methods. In particular, the main methods are evaluated in terms of their: (i) computational overhead, (ii) scalability, (iii) adaptability, (iv) implementation cost, and (v) whether applicable to already ID‐based objects and presented in tabular format. Finally, the article proves that this field of research will still be ongoing, but any new technique must favorably offer the mentioned five evaluative parameters.

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