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Martine BellaïcheDépartement de génie informatique et génie logiciel
Voir sa fiche dans le Répertoire des Expertises de Polytechnique Montréal
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Alfalqi, K., & Bellaïche, M. (2023). Emergency events detection based on integration of federated learning and active learning. International Journal of Information Technology, 15(6), 2863-2876. Lien externe
Alghamdi, R., & Bellaïche, M. (2023). An ensemble deep learning based IDS for IoT using Lambda architecture. Cybersecurity, 6(1), 17 pages. Lien externe
Alghamdi, R., & Bellaïche, M. (2022). A Cascaded Federated Deep Learning Based Framework For Detecting Wormhole Attacks in IoT Networks. Computers & Security, 125, 17 pages. Lien externe
Alfalqi, K., & Bellaïche, M. (2022). An Emergency Event Detection Ensemble Model Based on Big Data. Big Data and Cognitive Computing, 6(2), 18 pages. Lien externe
Alghamdi, R., & Bellaïche, M. (2022). Evaluation and Selection Models for Ensemble Intrusion Detection Systems in IoT. IoT, 3(2), 285-314. Lien externe
Abbasi, H., Ezzati-Jivan, N., Bellaïche, M., Talhi, C., & Dagenais, M. (2021). The Use of Anomaly Detection for the Detection of Different Types of DDoS Attacks in Cloud Environment. Journal of Hardware and Systems Security, 2021(3-4), 208-222. Lien externe
Halabi, T., & Bellaïche, M. (2020). Towards security-based formation of cloud federations: A game theoretical approach. IEEE Transactions on Cloud Computing, 8(3), 928-942. Lien externe
Abusitta, A., Bellaïche, M., & Dagenais, M. (2019). Multi-cloud cooperative intrusion detection system: trust and fairness assurance. Annals of Telecommunications, 74(9-10), 637-653. Lien externe
Abusitta, A., Bellaïche, M., Dagenais, M., & Halabi, T. (2019). A deep learning approach for proactive multi-cloud cooperative intrusion detection system. Future Generation Computer Systems-the International Journal of Escience, 98, 308-318. Lien externe
Abbasi, H., Ezzati-Jivan, N., Bellaïche, M., Talhi, C., & Dagenais, M. (2019). Machine learning-based EDoS attack detection technique using execution trace analysis. Journal of Hardware and Systems Security, 3(2), 164-176. Disponible
Benbrahim, S.-E., Quintero, A., & Bellaïche, M. (2019). Live Placement of Interdependent Virtual Machines to Optimize Cloud Service Profits and Penalties on SLAs. IEEE Transactions on Cloud Computing, 7(1), 237-249. Lien externe
Abusitta, A., Bellaïche, M., & Dagenais, M. (2018). On trustworthy federated clouds : a coalitional game approach. Computer Networks, 145, 52-63. Lien externe
Abusitta, A., Bellaïche, M., & Dagenais, M. (2018). An SVM-based framework for detecting DoS attacks in virtualized clouds under changing environment. Journal of Cloud Computing : Advances, Systems and Applications, 7(9), 9 (18 pages). Disponible
Halabi, T., & Bellaïche, M. (2018). A broker-based framework for standardization and management of cloud security-SLAs. Computers & Security, 75, 59-71. Lien externe
Bonguet, A., & Bellaïche, M. (2017). A survey of denial-of-service and distributed denial of service attacks and defenses in cloud computing. Future Internet, 9(3). Disponible
Halabi, T., & Bellaïche, M. (2017). Towards quantification and evaluation of security of Cloud Service Providers. Journal of Information Security and Applications, 33, 55-65. Lien externe
Halabi, T., & Bellaïche, M. (2016). How to evaluate the defense against DoS and DDoS attacks in cloud computing: A survey and taxonomy. International Journal of Computer Science and Information Security, 14(12), 30111650 (10 pages). Non disponible
Adegbindin, M., Hertz, A., & Bellaïche, M. (2016). A new efficient RLF-like algorithm for the vertex coloring problem. Yugoslav Journal of Operations Research, 26(4), 441-456. Disponible
Engoulou, R. G., Bellaïche, M., Pierre, S., & Quintero, A. (2014). VANET security surveys. Computer Communications, 44, 1-13. Lien externe
Bellaïche, M., & Grégoire, J.-C. (2013). SYN Flooding Attacks: Survey and Evaluation of Defences. Journal of Communications and Networking. Non disponible
Bellaïche, M., & Gregoire, J.-C. (2012). SYN flooding attack detection by TCP handshake anomalies. Security and Communication Networks, 5(7), 709-724. Lien externe
Toko, T. M. N. N., Bellaïche, M., & Halabi, T. (mai 2024). A Game-theoretic Approach for DDoS Attack Mitigation in IIoT Deterministic Networking [Communication écrite]. 2024 IEEE Network Operations and Management Symposium (NOMS 2024), Seoul, Republic of Korea (5 pages). Lien externe
Erfan, F., Bellaïche, M., & Halabi, T. (juin 2023). Community Detection Algorithm for Mitigating Eclipse Attacks on Blockchain-enabled Metaverse [Communication écrite]. IEEE International Conference on Metaverse Computing, Networking and Applications (MetaCom 2023), Kyoto, Japan. Lien externe
Seifi, S., Beaubrun, R., Bellaïche, M., & Halabi, T. A Study on the Efficiency of Intrusion Detection Systems in IoT Networks [Communication écrite]. 2023 International Conference on Computer, Information and Telecommunication Systems (CITS 2023), Genoa, Italy (8 pages). Lien externe
Erfan, F., Bellaïche, M., & Halabi, T. (août 2022). Game-theoretic Designs for Blockchain-based IoT: Taxonomy and Research Directions [Communication écrite]. IEEE International Conference on Decentralized Applications and Infrastructures (DAPPS 2022), Newark, CA, USA. Lien externe
Halabi, T., Bellaïche, M., & Fung, B. C. M. (novembre 2022). Towards Adaptive Cybersecurity for Green IoT [Communication écrite]. IEEE International Conference on Internet of Things and Intelligence Systems (IoTaIS 2022), Bali, Indonesia. Lien externe
Alghamdi, R., & Bellaïche, M. (mai 2021). A Deep Intrusion Detection System in Lambda Architecture Based on Edge Cloud Computing for IoT [Communication écrite]. 4th International Conference on Artificial Intelligence and Big Data (ICAIBD 2021), Chengdu, China. Lien externe
Alfalqi, K., & Bellaïche, M. (mai 2021). IoT-Based Disaster Detection Model Using Social Networks and Machine Learning [Communication écrite]. 4th International Conference on Artificial Intelligence and Big Data (ICAIBD 2021), Chengdu, China. Lien externe
Yassine, I., Halabi, T., & Bellaïche, M. (décembre 2021). Security risk assessment methodologies in the Internet of Things: Survey and taxonomy [Communication écrite]. 21st IEEE International Conference on Software Quality, Reliability and Security (QRS-C 2021), Hainan, China. Lien externe
Al Harbi, S., Halabi, T., & Bellaïche, M. (décembre 2020). Fog Computing Security Assessment for Device Authentication in the Internet of Things [Communication écrite]. 22nd IEEE International Conference on High Performance Computing and Communications (HPCC 2020), 8th IEEE International Conference on Smart City (SmartCity 2020), and 6th IEEE International Conference on Data Science and Systems (DSSS 2020), Yanuca Island, Cuvu, Fiji. Lien externe
Halabi, T., Bellaïche, M., & Abusitta, A. (février 2019). Toward secure resource allocation in mobile cloud computing : a matching game [Communication écrite]. International Conference on Computing, Networking and Communications (ICNC 2019), Honolulu, HI, USA. Lien externe
Engoulou, R. G., Bellaïche, M., Halabi, T., & Pierre, S. (février 2019). A decentralized reputation management system for securing the internet of vehicles [Communication écrite]. International Conference on Computing, Networking and Communications (ICNC 2019), Honolulu, HI, USA. Lien externe
Halabi, T., & Bellaïche, M. (juin 2019). Security Risk-Aware Resource Provisioning Scheme for Cloud Computing Infrastructures [Communication écrite]. IEEE Conference on Communications and Network Security (CNS 2019), Washington, D.C., USA (9 pages). Lien externe
Halabi, T., Bellaïche, M., & Abusitta, A. (août 2018). Online allocation of cloud resources based on security satisfaction [Communication écrite]. 17th IEEE International Conference on Trust, Security and Privacy in Computing and Communications and 12th IEEE International Conference on Big Data Science and Engineering (Trustcom/BigDataSE 2018), New York, N.Y.. Lien externe
Halabi, T., Bellaïche, M., & Abusitta, A. (juin 2018). Cloud security up for auction : a DSIC online mechanism for secure IaaS resource allocation [Communication écrite]. Conference on Communications and Network Security (CSNET 2018), Paris, France (6 pages). Lien externe
Bellaïche, M., Abusitta, A., & Halabi, T. (juin 2018). A cooperative game for online cloud federation formation based on security risk assessment [Communication écrite]. 5th IEEE International Conference on Cyber Security and Cloud Computing (CSCloud 2018) / 2018 4th IEEE International Conference on Edge Computing and Scalable Cloud (EdgeCom 2018), Shanghai, China. Lien externe
Abusitta, A., Bellaïche, M., & Dagenais, M. (février 2018). A trust-based game theoretical model for cooperative intrusion detection in multi-cloud environments [Communication écrite]. 21st Conference on Innovation in Clouds, Internet and Networks and Workshops (ICIN 2018), Paris, France (8 pages). Disponible
Halabi, T., & Bellaïche, M. (janvier 2017). Evaluation and Selection of Cloud Security Services based on Multi-Criteria Analysis MCA [Communication écrite]. International Conference on Computing, Networking and Communications (ICNC 2017), Silicon Valley, CA, USA. Lien externe
Halabi, T., & Bellaïche, M. (août 2017). Service assignment in federated cloud environments based on multi-objective optimization of security [Communication écrite]. 5th IEEE International Conference on Future Internet of Things and Cloud (FiCloud 2017), Prague, Czech Republic. Lien externe
Benbrahim, S.-E., Quintero, A., & Bellaïche, M. (septembre 2014). New distributed approach for an autonomous dynamic management of interdependent virtual machines [Communication écrite]. 8th Asia Modelling Symposium (AMS), Taipei, Taiwan. Lien externe
Benbrahim, S.-E., Quintero, A., & Bellaïche, M. (septembre 2014). New Distributed Approach for an Autonomous Dynamic Management of Interdependent Virtual Machines [Communication écrite]. 17th International Conference on Network-Based Information Systems (NBiS 2014), Salerno, Italy. Lien externe
Benbrahim, S.-E., Quintero, A., & Bellaïche, M. (septembre 2014). On the design of large-sized cloud networks optimized for live migration using tabu search algorithms [Communication écrite]. 8th Asia International Conference on Mathematical Modelling and Computer Simulation - Asia Modelling Symposium (AMS 2014), Kuala Lumpur, Malaysia. Lien externe
Benbrahim, S.-E., Quintero, A., & Bellaïche, M. (septembre 2014). Real-time QoS issues in live migration of interdependent virtual machines [Communication écrite]. 8th Asia International Conference on Mathematical Modelling and Computer Simulation - Asia Modelling Symposium (AMS 2014), Kuala Lumpur, Malaysia. Lien externe
Bellaïche, M., & Gregoire, J.-C. (septembre 2011). Avoiding DDoS with active management of backlog queues [Communication écrite]. 5th International Conference on Network and System Security (NSS 2011), Milan, Italy. Lien externe
Bellaïche, M., & Gregoire, J.-C. (mai 2011). Stateful or stateless flooding attack detection [Communication écrite]. 7th International Conference on Networking and Services, Venice, Italy. Non disponible
Bellaïche, M., & Gregoire, J.-C. (juin 2009). Source detection of SYN flooding attacks [Communication écrite]. International Conference on Network and Service Security (N2S 2009), Paris, France (6 pages). Lien externe
Bellaïche, M., & Grégoire, J.-C. (novembre 2009). SYN Flooding Attack Detection Based on Entropy Computing [Communication écrite]. IEEE Global Telecommunications Conference (GLOBECOM 2009), Honolulu, HI (6 pages). Publié dans GLOBECOM 2009 - 2009 IEEE Global Telecommunications Conference. Lien externe
Bellaïche, M., & Grégoire, J.-C. (août 2008). Measuring defense systems against flooding attacks [Communication écrite]. International Wireless Communications and Mobile Computing Conference (IWCMC 2008), Crete Island, Greece. Lien externe
Bellaïche, M., & Gregoire, J.-C. (novembre 2007). SYN flooding attack detection by TCP handshake behaviour observation [Communication écrite]. 2nd IEEE Workshop on Monitoring, Attack Detection and Mitigation (MONAM 2007), Toulouse, France (6 pages). Non disponible
