Rida Khatoun

A machine learning based approach for the detection of sybil attacks in c-ITS

By Badis Hammi, Mohamed Yacine Idir, Rida Khatoun

2022-09-01

In The 23rd asia-pacific network operations and management symposium

Abstract The intrusion detection systems are vital for the sustainability of Cooperative Intelligent Transportation Systems (C-ITS) and the detection of sybil attacks are particularly challenging. In this work, we propose a novel approach for the detection of sybil attacks in C-ITS environments. We provide an evaluation of our approach using extensive simulations that rely on real traces, showing our detection approach?s effectiveness.

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Survey on smart homes: Vulnerabilities, risks, and countermeasures

Abstract Over the last few years, the explosive growth of Internet of Things (IoT) has revolutionized the way we live and interact with each other as well as with various types of systems and devices which form part of the Information Communication Technology (ICT) infrastructure. IoT is having a significant impact on various application domains including healthcare, smart home, transportation, energy, agriculture, manufacturing, and many others. We focus on the smart home environment which has attracted a lot of attention from both academia and industry recently.

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Is it really easy to detect sybil attacks in c-ITS environments: A position paper

By Badis Hammi, Yacine Mohamed Idir, Sherali Zeadally, Rida Khatoun, Jamel Nebhen

2022-04-01

In IEEE Transactions on Intelligent Transportation Systems

Abstract In the context of current smart cities, Cooperative Intelligent Transportation Systems (C-ITS) represent one of the main use case scenarios that aim to improve peoples? daily lives. Thus, during the last few years, numerous standards have been adopted to regulate such networks. Within a C-ITS, a large number of messages are exchanged continuously in order to ensure that the different applications operate efficiently. However, these networks can be the target of numerous attacks.

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