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My publications:
my google scholar h-index
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2023
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A. Mustapha, R. Khatoun, S. Zeadally, F. Chbib, A. Fadlallah, W. Fahs, A. El Attar, "Detecting DDoS attacks using adversarial neural network", Computers & Security journal, Volume 127, 2023, 103117, ISSN 0167-4048.
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A. Boudermine, R. Khatoun, J-H Choyer, "Dynamic logic-based attack graph for risk assessment in complex computer systems", Computer Networks journal, Volume 228, 2023, 109730, ISSN 1389-1286.
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2022
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B. Hammi, M. Y. Idir and R. Khatoun, "A machine learning based approach for the detection of sybil attacks in C-ITS," 2022 23rd Asia-Pacific Network Operations and Management Symposium (APNOMS), Takamatsu, Japan, 2022, pp. 1-4.
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S. Y. Kim, D. Goncharskyi, P. Gu, A. Serhrouchni, R. Khatoun, F. Nait-Abdesselam, J-J Grund,"TLS Early Data Resistance to Replay Attacks in Wireless Internet of Things," GLOBECOM 2022 - 2022 IEEE Global Communications Conference, Rio de Janeiro, Brazil, 2022, pp. 3539-3544.
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A. El Attar, A. Fadlallah, F. Chbib and R. Khatoun, "Unsupervised Learning Algorithms for Denial of Service Detection in Vehicular Networks," 2022 International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME), Maldives, Maldives, 2022, pp. 1-7.
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I. Zaytoun, W. Fahs, A. Mokdad, R. Khatoun and F. Chbib, "Road Traffic Prediction based on Feed Forward and Radial Basis Function Neural Network," 2022 International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME), Maldives, Maldives, 2022, pp. 1-7.
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D.Goncharskyi, S. Kim, A. Serhrouchni, P. Gu, R. Khatoun and J.Hachem. Delay Measurement of 0-RTT Transport Layer Security (TLS) Handshake Protocol. In the International Conference on Control, Decision and Information Technologies (CoDIT’2022), Istanbul, Turkey, 17-20 May, 2022.
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B. Hammi, M-Y IDIR, S. Zeadally, R. Khatoun, J. Nebhen. Is it really easy to detect Sybil attacks in C-ITS environments: a position paper", in IEEE Transactions on Intelligent Transportation Systems, 2022.
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B. Hammi, S. Zeadally, R. Khatoun, J. Nebhen. Survey on smart homes: Vulnerabilities, risks, and countermeasures, in Journal of Computers & Security, Volume 117, June 2022.
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F. Chbib, W. Fahs, J. Haydar, L. Khoukhi, R. Khatoun. A Cross Layered Scheme for Multichannel and Reactive Routing in VANET", to appear in Transactions on Emerging Telecommunications Technologies.
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A. Boudermine, R. Khatoun, J-H. Choyer. Attack Graph-based Solution for Vulnerabilities Impact Assessment in Dynamic Environment. 5th edition of Conference on Cloud and Internet of Things
CIoT-2022, Marrakech, Morocco, March 28-30, 2022.
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2021
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F. Chbib, W. Fahs, J. Haydar, L. Khoukhi, R. Khatoun. IEEE 802.11p Performance Enhancement based on Markov Chain and Neural Networks for Safety Applications. Annals of Telecommunications journal, 2021.
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P. Gu, D. Zhong, C. Hua, F. Nait-Abdesselam, A. Serhrouchni and R. Khatoun. Scaling A Blockchain System For 5G-based Vehicular Networks Using Heuristic Sharding. Accepted in IEEE GLOBECOM 2021, December 7 - 11, in Madrid, Spain.
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2020
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B. Hammi, S. Zeadally, H. Labiod, R. Khatoun, Y. Begriche and L. Khoukhi. A Secure Multipath Reactive Protocol for Routing in IoT and HANETs. Ad Hoc Networks journal, Volume 103,102118, ISSN 1570-8705, 2020.
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J. Cassou-Mounat, H. Labiod, R. Khatoun. Simulation of Cyberattacks in ITS-G5 Systems. 15th International Workshop, Nets4Cars/Nets4Trains/Nets4Aircraft 2020, Bordeaux, France, November 16-17, 2020.
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P. Gu, C. Hua, W. Xu, R. Khatoun, Yue Wu, A. Serhrouchni. Control Channel Anti-Jamming in Vehicular Networks via Cooperative Relay Beamforming. IEEE Internet of Things Journal. PP. 1-1. 10.1109/JIOT.2020.2973753.
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F. Chbib, W. Fahs, J. Haydar, L. Khoukhi, R. Khatoun . Source Fabrication Detection Model based on Key-value Variables in Reactive Protocols of VANET. International Journal of Circuits, Systems and Signal Processing, Pages : 959-965, E-ISSN : 1998-4464, Volume 14, 2020.
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B. Hammi, A. Fayad, R. Khatoun, S. Zeadally, Y. Begriche. A lightweight ECC-based authentication scheme for Internet of Things (IoT), in IEEE Systems Journal, doi: 10.1109/JSYST.2020.2970167, 2020.
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F. Chbib, L. Khoukhi, W. Fahs, J. Haydar and R. Khatoun, "A Cross-Layered Interference in Multichannel MAC of VANET," 2020 5th International Conference on Cloud Computing and Artificial Intelligence: Technologies and Applications (CloudTech), pp. 1-6, November 24 - 26, 2020.
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Y. Begriche, R. Khatoun, A. Rachini and L. Khoukhi, "A Reputation System Using a Bayesian Statistical Filter in Vehicular Networks," 2020 Sixth International Conference on Mobile And Secure Services (MobiSecServ), Miami Beach, FL, USA, 2020, pp. 1-7.
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2019
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A. Fayad, R. Khatoun, B. Hammi, A. Serhrouchni. A Blockchain-based Lightweight Authentication Solution for IoT. In the 3rd Cyber Security in Networking Conference, Quito, Ecuador. Oct 23, 2019 - Oct 25, 2019.
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R. Khatoun, D. Menezes Ferrazani Mattos, O C. Muniz Bandeira Duarte. Cybersecurity in networking. Annales des Télécommunications 74(3-4): 123-124 (2019)
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B. Hammi, S. Zeadally, R. Khatoun. An empirical investigation of botnet as a service for cyberattacks. Trans. Emerging Telecommunications Technologies 30(3) (2019)
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R. Khatoun, Y. Begriche, L. Khoukhi. A statistical detection mechanism for node misbehaviours in wireless mesh networks. IJAHUC 31(1): 23-35 (2019)
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F. Chbib, L. Khoukhi, W. Fahs, R. Khatoun, J. Haydar. Wave Performance Analysis and Enhancement for Safety Applications in Vehicular Networks. NTMS 2019: 1-7
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2018
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P. Gu, C. Hua, R. Khatoun, Y. Wu, and A. Serhrouchni, “Cooperative Anti-Jamming Relaying for Control Channel Jamming in Vehicular Networks,” in IEEE Transactions on Vehicular
Technology, vol.67, no. 8, pp. 7033-7046, Aug.2018.
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B. Hammi, R. Khatoun, S. Zeadally, A. Fayad, L. Khoukhi, "Internet of Things (IoT) Technologies for Smart Cities", in IET Networks journal,Volume 7, Issue 1, p. 1 –13, January 2018.
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Z. Zhong, I. Hamchaoui, A. Ferrieux, R. Khatoun and A. Serhrouchni, "CDBE: A cooperative way to improve end-to-end congestion control in mobile network," 2018 14th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob), Limassol, Cyprus, 2018, pp. 216-223.
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P. Gu, C. Hua, Y. Wu, R. Khatoun and A. Serhrouchni. "Cooperative Relay Beamforming for Control Channel Jamming in Vehicular Networks". In the the 16th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt 2018), May 7 to 11, 2018 in Shanghai, China.
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A. Fayad, B. Hammi and R. Khatoun, "An adaptive authentication and authorization scheme for IoT’s gateways: a blockchain based approach," 2018 Third International Conference on Security of Smart Cities, Industrial Control System and Communications (SSIC), Shanghai, China, 2018, pp. 1-7
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M. Rmayti, Y. Begriche, R. Khatoun, L. Khoukhi and Mammeri. Graph-Based Wormhole Attack Detection in Mobile Ad hoc Networks (MANETs). In the fourth Conference On Mobile And Secure Services (MobiSecServ 2018), Miami, USA, 24-25 February 2018.
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Z. Zhong, I. Hamchaoui, R. Khatoun and A. Serhrouchni, "Performance evaluation of CQIC and TCP BBR in mobile network," 2018 21st Conference on Innovation in Clouds, Internet and Networks and Workshops (ICIN), Paris, 2018, pp. 1-5.
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Z. Zhong, I. Hamchaoui and R. Khatoun, "Perils of using CQIC in LTE network and a quick fix with delayed ACK," 2018 15th IEEE Annual Consumer Communications & Networking Conference (CCNC), Las Vegas, NV, 2018, pp. 1-2.
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2017
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L. Pang, X. Chen, Y. Shi, Z. Xue, R. Khatoun. Localization of multiple jamming attackers in vehicular ad hoc network. International Journal of Distributed Sensor Networks, volume 13, issue 8, 2017
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M. Rmayti, R. Khatoun, Y. Begriche and D. Gaïti. A Stochastic Approach for Packet Dropping Attacks Detection in Mobile Ad hoc Networks. Journal of Computer Networks, 2017.
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R. Khatoun and S. Zeadally, "Cybersecurity and Privacy Solutions in Smart Cities". IEEE Communications Magazine, Volume: 55, Issue: 3, pp 51-59, March 2017.
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J. Dromard, R. Khatoun, L. Khoukhi and Y. Begriche. Towards combining Admission Control and Link Scheduling in 802.11-based Wireless Mesh Networks. Telecommunication Systems journal, 2017
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P. Gu, C. Hua, Y. Wu, R. Khatoun and A. Serhrouchni. "Cooperative Anti-Jamming Relaying for Control Channel Jamming in Vehicular Networks". In the the IEEE GLOBECOM 2017. Singapore, December 4-8, 2017.
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B. Hammi, J-P Monteuuis, H. Labiod, R. Khatoun and A. Serhrouchni. “Using Butterfly Keys: a Performance Study of Pseudonym Certificates Requests in C-ITS”. In the Cyber Security in Networking Conference (CSNET’2017), Rio de Janeiro, Brazil, October 18 - 20, 2017
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P. Gu, R. Khatoun, Y. Begriche and A. Serhrouchni, “Support Vector Machine (SVM) Based Sybil Attack Detection in Vehicular Networks”. Accepted in the Wireless Networks of the IEEE WCNC 2017 conference, San Francisco, USA, March 19-22, 2017.
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P. Gu, R. Khatoun, Y. Begriche and A. Serhrouchni, “k-Nearest Neighbours Classification Based Sybil Attack Detection in Vehicular Networks”. Accepted in the MobiSecServ 2017 - Third Conference On Mobile And Secure Services, FL 33141, USA, 11-12 February 2017.
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2016
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R. Khatoun and S. Zeadally, "Smart Cities: Basic Concepts, Architectural Issues, and Research Opportunities". Communications of the ACM (CACM) journal, Volume 59, Issue 8, Pages 46-57, August 2016.
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J. Monteuuis, J. Huor, E-S Daniel and R. Khatoun. Security of the Intelligent Transportation Systems (ITS), to appear in the Multi-System & Internet Security Cookbook (MISC), November 2016.
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P. Gu, R. Khatoun, Y. Begriche and A. Serhrouchni, "Vehicle Driving Pattern Based Sybil Attack Detection", accepted in the 14th IEEE International Conference on Smart City (SmartCity 2016), Sydney, Australia Dec. 12-14, 2016.
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B. Hammi, M-C. Rahal and R. Khatoun. "Clustering methods comparison : application to source based detection of botclouds". The second International Conference on Security of Smart Cities, Industrial Control System and Communications (SSIC'2016). Paris, France, July 18-19,2016.
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2015
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R. Khatoun, Y. Begriche, J. Dromard, L. Khoukhi and A. Serhrouchni. A Statistical Trust System in Wireless Mesh Networks, Annals of Telecommunications journal, Volume 70, Issue 11-12, December 2015.
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M. Vasseur, R. Khatoun, A. Serhrouchni. Marquage des paquets IP pour la traçabilité sur Internet. International Conference on Protocol Engineering (ICPE) and International Conference on New Technologies of Distribued Systems (NTDS). 22-24 July 2015, Paris, France.
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R. Khatoun, R. Doulami, P. Gu, L. Khoukhi, A. Serhrouchni. A Reputation System for Detection of Black Hole Attack in Vehicular Networking. International Conference on Security of Smart cities, Industrial Control System and Communications (SSIC 2015), 5-7 August 2015, Shanghai, China.
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M. Bazm, R. Khatoun, Y. Begriche, L. Khoukhi, X. Chen, A. Serhrouchni. Malicious virtual machines detection through a clustering approach. International Conference of Cloud Computing Technologies and Applications (CloudTech’2015). June 2-4, 2015. Marrakesh, Morocco.
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M. Vasseur, X. Chen, R. Khatoun, A. Serhrouchni. Survey on Packet Marking Fields and Information for IP Traceback. International Conference on Security of Smart cities, Industrial Control System and Communications (SSIC 2015), 5-7 August 2015, Shanghai, China.
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B. Hammi., G. Doyen, R. Khatoun. A Collaborative Approach for a Source based Detection of Botclouds. Accepted in the IFIP/IEEE Integrated Network Management Symposium (IM 2015), short paper 4 pages. Ottawa, Canada, May 2015.
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2014
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T. Cholez, G. Doyen, I. Chrisment, R. Khatoun and O. Festor. Faiblesses de l'identification dans les espaces numériques ouverts de partage de contenus : le cas des réseaux pair à pair. Book chapter in 'Enseignement, préservation et diffusion des identités numériques'. Hermès – Lavoisier. 2014.
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J. Monteuuis , J. Huor, M. Hofmann, V. Beauvisage and R. Khatoun. Génération automatique de règles Snort pour la détection des réseaux Fast-Flux. Multi-System & Internet Security Cookbook (MISC), number 76, December 2014.
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M. Rmayti, Y. Begriche, R. Khatoun, L. Khoukhi and D. Gaïti. Denial of Service attacks detection in MANETs using Bayesian classifiers. The 21st IEEE Symposium on Communications and Vehicular Technology (IEEE SCVT 2014). Delft, Netherlands, November 10, 2014.
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A. El Attar, R. Khatoun and M. Lemercier. A Gaussian mixture model for dynamic detection of abnormal behavior in smartphone applications. The IEEE Global Information Infrastructure and Networking Symposium (GIIS 2014). Montreal, Canada, September 15-18, 2014.
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M. Rmayti, R. Khatoun, Y. Begriche, L. Khoukhi and D. Gaïti. Denial of Service attacks detection in MANETs using statistical models. Short paper in the IEEE Global Information Infrastructure and Networking Symposium (GIIS 2014). Montreal, Canada, September 15-18, 2014.
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M. Rmayti, Y. Begriche, R. Khatoun, L. Khoukhi, Chen X. and D. Gaïti. Détection des attaques Wormhole dans les réseaux MANETs en utilisant la théorie des graphes. 10ième édition du colloque francophone sur la gestion de réseaux et de services (GRES'2014). Paris, France, 1 - 3 Décembre, 2014.
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