@article {Boumait2022251, title = {Survey IOT Systems Security Based on Machine Learning}, journal = {Lecture Notes in Networks and Systems}, volume = {455 LNNS}, year = {2022}, note = {cited By 0}, pages = {251-258}, abstract = {IoT technologies are essential for creating a variety of smart applications in the real world that will improve people{\textquoteright}s lives. The focus of this study is on the security of IoT systems using machine learning. It{\textquoteright}s about a thorough examination of the security challenges and threats that applications face. It{\textquoteright}s a survey of machine learning techniques that can be utilized to boost IoT system confidence and security. {\textcopyright} 2022, The Author(s), under exclusive license to Springer Nature Switzerland AG.}, doi = {10.1007/978-3-031-02447-4_26}, url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85130368202\&doi=10.1007\%2f978-3-031-02447-4_26\&partnerID=40\&md5=7e46544676b219af8cfdbafd0edc735a}, author = {Boumait, E.M. and Habbani, A. and Souidi, M. and Didi, Z.} } @article {Mouchfiq2021288, title = {Security issues in manets: A survey}, journal = {Advances in Intelligent Systems and Computing}, volume = {1184}, year = {2021}, note = {cited By 2}, pages = {288-295}, abstract = {Recently, the notion of security has become increasingly important to research on wireless networks, later the Internet of things (IoT) and ad hoc networks that are a part of IoT environment. The various changes in the digital environment, as it must identify the different changes in the digital environment, are namely the protection of the personal and professional data of this intelligent world. In the work already done, there are several methods and levels of security. In this study, we identify that security aggression MANETs are facing with the security services to provide in each layer. In order to reach our target, we did a literature search gathering information on different types of attacks and solutions, as well as the latest security work. Then, we discuss the proposed solutions to ensure a high level of security in networks by recalling the latest work of our team. Finally, we propose a method of security better adapted to our needs based on blockchain technology. {\textcopyright} The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd 2021.}, keywords = {Digital environment, In networks, Internet of thing (IOT), Internet of things, Literature search, Mobile ad hoc networks, Network security, Security issues, Security services}, doi = {10.1007/978-981-15-5859-7_28}, url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85091934292\&doi=10.1007\%2f978-981-15-5859-7_28\&partnerID=40\&md5=94af6860a11351f3307ffc8d94ae12a3}, author = {Mouchfiq, N. and Habbani, A. and Benjbara, C.} } @article {Mouchfiq2020219, title = {Security in MANETs: The Blockchain Issue}, journal = {Communications in Computer and Information Science}, volume = {1264}, year = {2020}, note = {cited By 2}, pages = {219-232}, abstract = {With the emergence of the IoT (Internet of Things) technology, security features must take into account the developments and possible uses. The blockchain is considered as a new technology devoted to data sharing, it allows to guarantee the integrity of data by IoT devices thanks to intelligent contracts allowing to verify and enforce the conditions of the monitored goods during their processing. In our work, we will address the security of Blockchain-based systems and networks to improve and simplify the communication of messages and informations, using the most innovative and sophisticated processes and a form of device independent control. In order to do so, we will analyse the solutions advanced by researchers from all over the world who are dedicated to guaranteeing a good state of security on these networks. Finally, our manuscript will present an approach to enhance security which is founded on the Blockchain principle and which we have entitled {\textquotedblleft}MPR Blockchain{\textquotedblright}. This solution proves to be the most appropriate to our requirements and expectations as a team working within IoT systems and especially ad hoc networks. {\textcopyright} 2020, Springer Nature Switzerland AG.}, keywords = {Blockchain, Data communication systems, Data Sharing, Independent control, Internet of things, Mobile ad hoc networks, Mobile security, Network security, Security features, Team working}, doi = {10.1007/978-3-030-61143-9_18}, url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85097368928\&doi=10.1007\%2f978-3-030-61143-9_18\&partnerID=40\&md5=d277597a52117999b5b738db40aa811f}, author = {Mouchfiq, N. and Benjbara, C. and Habbani, A.} } @conference {Amraoui20181, title = {Security \& cooperation mechanisms over mobile ad hoc networks: A survey and challenges}, booktitle = {Proceedings of 2017 International Conference on Electrical and Information Technologies, ICEIT 2017}, volume = {2018-January}, year = {2018}, pages = {1-6}, doi = {10.1109/EITech.2017.8255313}, url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85047364198\&doi=10.1109\%2fEITech.2017.8255313\&partnerID=40\&md5=16f5590d7460c7a1606e951c65b604b4}, author = {Amraoui, H. and Habbani, A. and Hajami, A. and Bilal, E.} } @conference {ElMahdi2017220, title = {Study of security in MANETs and evaluation of network performance using ETX metric}, booktitle = {ACM International Conference Proceeding Series}, volume = {Part F130526}, year = {2017}, note = {cited By 0}, pages = {220-228}, abstract = {Today, we witness the emergence of smart environments, where devices are able to connect independently without human-intervention. Mobile ad hoc networks are an example of smart environments that are widely deployed in public spaces. They offer great services and features compared with wired systems. However, these networks are more sensitive to malicious attacks because of the lack of infrastructure and the self-organizing nature of devices. Thus, communication between nodes is much more exposed to various security risks, than other networks. In this paper, we will present a synthetic study on security concept for MANETs, and then we will introduce a contribution based on evaluating link quality, using ETX metric, to enhance network availability. {\textcopyright} 2017 Association for Computing Machinery.}, doi = {10.1145/3128128.3128162}, url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85030328629\&doi=10.1145\%2f3128128.3128162\&partnerID=40\&md5=07c3afc88f0628598193c141135dba27}, author = {El Mahdi, F. and Habbani, A. and Mouchfiq, N. and Essaid, B.} }