@article {Karbal2020157,
	title = {A Comparison of Different Machine Learning Algorithms for Intrusion Detection},
	journal = {Communications in Computer and Information Science},
	volume = {1264},
	year = {2020},
	note = {cited By 0},
	pages = {157-169},
	abstract = {With the rapid development of the internet, intrusion detection became one of the major research problems in computer security. Many Intrusion Detection Systems (IDS) use data mining algorithms for classifying network traffic data and detecting different security violations. In this paper, we present some of the datasets and methods employed with the focus on network anomaly detection. We compare different machine learning techniques used in the latest research carried out for developing network intrusion detection systems. We also present an overview of some deep learning methodologies and their application for IDS purposes. The primary objective of this survey is to provide with a researcher, the state of the artwork already performed in this field of research. {\textcopyright} 2020, Springer Nature Switzerland AG.},
	keywords = {Anomaly detection, Classification (of information), Computer crime, Data communication systems, Data mining, Data mining algorithm, Deep learning, Intrusion detection, Intrusion Detection Systems, Learning algorithms, Learning systems, Machine learning techniques, Network anomaly detection, Network intrusion detection systems, Network security, Primary objective, Research problems, Security violations},
	doi = {10.1007/978-3-030-61143-9_13},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85097408678\&doi=10.1007\%2f978-3-030-61143-9_13\&partnerID=40\&md5=3725b891261e386c6df84eebcbc0e514},
	author = {Karbal, B. and Romadi, R.}
}
@conference {Melaouene20181,
	title = {A cloud-based RFID for VANET access filtering},
	booktitle = {Proceedings of 2017 International Conference of Cloud Computing Technologies and Applications, CloudTech 2017},
	volume = {2018-January},
	year = {2018},
	pages = {1-6},
	doi = {10.1109/CloudTech.2017.8284709},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85046655464\&doi=10.1109\%2fCloudTech.2017.8284709\&partnerID=40\&md5=4f425d897a5aec1ca99f40c3d813a294},
	author = {Melaouene, N. and Elmakfalji, C. and Romadi, R.}
}
@conference {Chaimae2017200,
	title = {ECC certificate for authentication in cloud-based RFID},
	booktitle = {Proceedings of 2016 International Conference on Cloud Computing Technologies and Applications, CloudTech 2016},
	year = {2017},
	note = {cited By 0},
	pages = {200-203},
	abstract = {Cloud computing is the access via internet to shared resources and services. Merging this technology with RFID enabled the improvement of the latter such as data storage and processing, and both allow to have intelligent environments and access services anytime and anywhere. But this fusion is the subject of some criticism concerning the data security and privacy. In this article we are interested in the authentication of tag/reader to the cloud interface and we propose a protocol using elliptic curve cryptography (ECC) to verify the identity of readers before issuing the certificate which authenticates the reader to tag, and then lets them access the cloud interface. {\"\i}{\textquestiondown}{\textonehalf} 2016 IEEE.},
	doi = {10.1109/CloudTech.2016.7847699},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85013847389\&doi=10.1109\%2fCloudTech.2016.7847699\&partnerID=40\&md5=98054382849319c9204046d0edee3677},
	author = {Chaimae, E. and Romadi, R. and Abdellatif, E.A.}
}
@conference {Bensitel20171,
	title = {Secure data storage in the cloud with homomorphic encryption},
	booktitle = {Proceedings of 2016 International Conference on Cloud Computing Technologies and Applications, CloudTech 2016},
	year = {2017},
	note = {cited By 0},
	pages = {1-6},
	abstract = {The adoption of cloud computing is accelerating among health care providers, as they realize the limitations of traditional systems of computerized medical file. Many obstacles must be overcome, however, with regard to respect for privacy and patient safety. In order to ensure the respect for privacy, an encryption of data is required. An encryption that allows to compute over encrypted data without having to decrypt. In this paper we focus on cloud computing and its adoption in different domain, we describe the role of homomorphic encryption scheme for preserving privacy data sharing in the cloud and propose a system that ensures confidentiality of data by using partial homomorphic encryption algorithms. {\textcopyright} 2016 IEEE.},
	doi = {10.1109/CloudTech.2016.7847680},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85013782447\&doi=10.1109\%2fCloudTech.2016.7847680\&partnerID=40\&md5=041a6f63be066f6469ebdd53e8351cce},
	author = {Bensitel, Y. and Romadi, R.}
}
@article {Romadi2016100,
	title = {IDS in cloud computing a novel multi-agent specification method},
	journal = {Journal of Theoretical and Applied Information Technology},
	volume = {88},
	number = {1},
	year = {2016},
	note = {cited By 0},
	pages = {100-106},
	abstract = {Intrusion detection systems (IDS) are most efficient way of defending against network-based attacks aimed at computer systems. These systems are used in almost all large-scale IT infrastructures. As part of the migration to cloud services, the situation is even more complex because of the characteristics of cloud, everything is virtual. The number of virtual machines (VM) changes dynamically according to the resource requirement of the requested processing and can be of the order of thousands to tens of thousands. Each VM has an IDS adapted to its services (web server, mail server, ftp server, etc.) and to increase the performance we can use different types of IDS (signature-based IDS, anomaly-based IDS) in one machine. Due to their complex nature, IDS in a cloud environment are extremely difficult to specify and validate. In this paper, we propose a new formal model for the specification and the validation of such systems. This approach considers these Systems as a Multi-Agent System consisting of concurrent reactive agents that cooperate with each other to achieve the desired functionality. In addition, this approach uses formal synchronous specification and verification tools in order to specify and to verify the systems behaviors. {\textcopyright} 2005-2016 JATIT \& LLS. All rights reserved.},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84973544414\&partnerID=40\&md5=fb9f54ba3f318610459aba246599c215},
	author = {Romadi, R. and Eddahmani, S. and Bounabat, B.}
}
@conference {Romadi2014,
	title = {Detection and recognition of road signs in a video stream based on the shape of the panels},
	booktitle = {2014 9th International Conference on Intelligent Systems: Theories and Applications, SITA 2014},
	year = {2014},
	note = {cited By 0},
	abstract = {In this paper, we present a robust approach of automatic detection and recognition of road signs in national roads, starting from the images resulting from a video stream taken by a camera embarked on a vehicle. Our approach is composed of three main phases: the first phase is to extract video stream images containing a circle or a triangle. This extraction is performed respectively by Hough transformation and Ramer-Douglas-Peucker filter, the second phase consists of extraction areas of the calculated image, in the previous phase. In the third and last phase, we proceed to a matching of the extracted image areas with signs of reference by comparison of interest points extracted by the SURF method and the matching method FLANN. {\textcopyright} 2014 IEEE.},
	doi = {10.1109/SITA.2014.6847285},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84904598231\&doi=10.1109\%2fSITA.2014.6847285\&partnerID=40\&md5=62713d5791e141de32775236f194bb72},
	author = {Romadi, M. and Oulah Haj Thami, R. and Romadi, R. and Chiheb, R.}
}
@conference {Romadi2013,
	title = {Detection and recognition of road signs},
	booktitle = {2013 3rd International Symposium ISKO-Maghreb},
	year = {2013},
	note = {cited By 0},
	abstract = {In this paper, w e present a n application for t h e detection and recognition of Moroccan road signs together with their positions in video sequences taken by a mobile scanning vehicle in rural areas. Our approach is based on processing t h e operations of pictures: morphology, segmentation, edge detection and object recognition. The application runs on an algorithm which consists of five main steps: input (pre-recording video stream), processing of video keyframes, edge detection, detection of geometric shapes known panels, recognizing the meaning and the position of the panel detected. {\textcopyright} 2013 IEEE.},
	doi = {10.1109/ISKO-Maghreb.2013.6728127},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84894208510\&doi=10.1109\%2fISKO-Maghreb.2013.6728127\&partnerID=40\&md5=1c3a22fd74b253e4957628821128d02c},
	author = {Romadi, M. and Haj Thami, R.O. and Chiheb, R. and Romadi, R.}
}
@article {Berbia201135,
	title = {Genetic Algorithm for decoding linear codes over awgn and fading channels},
	journal = {Journal of Theoretical and Applied Information Technology},
	volume = {30},
	number = {1},
	year = {2011},
	note = {cited By 0},
	pages = {35-41},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84860407864\&partnerID=40\&md5=032b7cf7b41aa626071a6c25b09716cf},
	author = {Berbia, H. and Elbouanani, F. and Romadi, R. and Benazza, H. and Belkasmi, M.}
}
@conference {Berbia2008,
	title = {An enhanced genetic algorithm based decoder for linear codes},
	booktitle = {2008 3rd International Conference on Information and Communication Technologies: From Theory to Applications, ICTTA},
	year = {2008},
	note = {cited By 0},
	doi = {10.1109/ICTTA.2008.4530229},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-49249093162\&doi=10.1109\%2fICTTA.2008.4530229\&partnerID=40\&md5=47847c552034bd508efbf07221f66c70},
	author = {Berbia, H. and Elbouanani, F. and Belkasmi, M. and Romadi, R.}
}
