LatestWeb-ServicesVehicular NetworksvanetTrustSecurityResource ManagementOnline Social NetworksMobile CloudGame TheoryFederated LearningFake SensingCloud & Fog ComputingCloud and Fog FederationsBlockchainArtificial Intelligence Latest Hani Sami, Azzam Mourad, Hadi Otrok, Jamal Bentahar FScaler: Automatic Resource Scaling of Containers in Fog Clusters Using Reinforcement Learning Automatic Resource Scaling of Containers in Fog Clusters Using Reinforcement Learning pdfAuthors: Hani Sami, Azzam Mourad, Hadi Otrok, Jamal Bentahar Ahmad Hammoud, Hani Sami, Azzam Mourad, Hadi Otrok, Rabab Mizouni, Jamal Bentahar AI, Blockchain and Vehicular Edge Computing for Smart and Secure IoV: Challenges and Directions AI, Blockchain and Vehicular Edge Computing for Smart and Secure IoV: Challenges and Directions pdfAuthors: Ahmad Hammoud, Hani Sami, Azzam Mourad, Hadi Otrok, Rabab Mizouni, Jamal Bentahar Hani Sami, Hadi Otrok, Jamal Bentahar, Azzam Mourad AI-based Resource Provisioning of IoE Services in 6G: A Deep Reinforcement Learning Approach Deep reinforcement Learning for proactive horizontal and vertical resource scaling. pdfAuthors: Hani Sami, Hadi Otrok, Jamal Bentahar, Azzam Mourad Hani Sami, Azzam Mourad, Hadi Otrok, Jamal Bentahar Demand-Driven Deep Reinforcement Learning for Scalable Fog and Service Placement Deep Reinforcement Learning for Service Placement pdfAuthors: Hani Sami, Azzam Mourad, Hadi Otrok, Jamal Bentahar Peter Farhat, Hani Sami, Azzam Mourad Reinforcement R-learning Model for Time Scheduling of On-demand Fog Placement On-demand Fog Scheduling pdfAuthors: Peter Farhat, Hani Sami, Azzam Mourad Hani Sami, Azzam Mourad, Wassim El-Hajj Vehicular-OBUs-As-On-Demand-Fogs: Resource and Context Aware Deployment of Containerized Micro-Services On-demand Vehicular Fog pdfAuthors: Hani Sami, Azzam Mourad, Wassim El-Hajj Hani Sami, Azzam Mourad Dynamic On-Demand Fog Formation Offering On-the-Fly IoT Service Deployment On-demand Fog Formation pdfAuthors: Hani Sami, Azzam Mourad Web-Services Omar AbdelWahab, JamalBentahar, HadiOtrok, AzzamMourad A survey on trust and reputation models for Web services: Single, composite, and communities pdfAuthors: Omar AbdelWahab, JamalBentahar, HadiOtrok, AzzamMourad Omar Abdel Wahab, Jamal Bentahar, Hadi Otrok, Azzam Mourad A Stackelberg game for distributed formation of business-driven services communities pdfAuthors: Omar Abdel Wahab, Jamal Bentahar, Hadi Otrok, Azzam Mourad Omar Abdel Wahab; Jamal Bentahar; Hadi Otrok; Azzam Mourad Optimal Load Distribution for the Detection of VM-Based DDoS Attacks in the Cloud pdfAuthors: Omar Abdel Wahab; Jamal Bentahar; Hadi Otrok; Azzam Mourad Omar Abdel Wahab; Jamal Bentahar; Hadi Otrok; Azzam Mourad Towards Trustworthy Multi-Cloud Services Communities: A Trust-Based Hedonic Coalitional Game pdfAuthors: Omar Abdel Wahab; Jamal Bentahar; Hadi Otrok; Azzam Mourad Omar Abdel Wahab; Jamal Bentahar; Hadi Otrok; Azzam Mourad Resource-Aware Detection and Defense System against Multi-Type Attacks in the Cloud: Repeated Bayesian Stackelberg Game pdfAuthors: Omar Abdel Wahab; Jamal Bentahar; Hadi Otrok; Azzam Mourad Omar Abdel Wahab, Robin Cohen, Jamal Bentahar, Hadi Otrok,Azzam Mourad, Gaith Rjoub An endorsement-based trust bootstrapping approach for newcomer cloud services pdfAuthors: Omar Abdel Wahab, Robin Cohen, Jamal Bentahar, Hadi Otrok,Azzam Mourad, Gaith Rjoub Vehicular Networks Azzam Mourad; Hanine Tout; Omar Abdel Wahab; Hadi Otrok; Toufic Dbouk Ad Hoc Vehicular Fog Enabling Cooperative Low-Latency Intrusion Detection pdfAuthors: Azzam Mourad; Hanine Tout; Omar Abdel Wahab; Hadi Otrok; Toufic Dbouk Ahmad Hammoud, Hani Sami, Azzam Mourad, Hadi Otrok, Rabab Mizouni, Jamal Bentahar AI, Blockchain and Vehicular Edge Computing for Smart and Secure IoV: Challenges and Directions AI, Blockchain and Vehicular Edge Computing for Smart and Secure IoV: Challenges and Directions pdfAuthors: Ahmad Hammoud, Hani Sami, Azzam Mourad, Hadi Otrok, Rabab Mizouni, Jamal Bentahar vanet Omar Abdel Wahab, Hadi Otrok, Azzam Mourad VANET QoS-OLSR: QoS-based Clustering Protocol for Vehicular Ad Hoc Networks pdfAuthors: Omar Abdel Wahab, Hadi Otrok, Azzam Mourad Nadia Moati · Hadi Otrok · Azzam Mourad · Jean-Marc Robert Reputation-based cooperative detection model of selfish nodes in cluster-based QoS-OLSR protocol. pdfAuthors: Nadia Moati · Hadi Otrok · Azzam Mourad · Jean-Marc Robert Omar Abdel Wahab, Hadi Otrok & Azzam Mourad A Dempster–Shafer Based Tit-for-Tat Strategy to Regulate the Cooperation in VANET Using QoS-OLSR Protocol pdfAuthors: Omar Abdel Wahab, Hadi Otrok & Azzam Mourad Omar Abdel Wahab, Azzam Mourad, Hadi Otrok, Jamal Bentahar CEAP: SVM-based intelligent detection model for clustered vehicular ad hoc networks pdfAuthors: Omar Abdel Wahab, Azzam Mourad, Hadi Otrok, Jamal Bentahar Trust Omar Abdel Wahab; Jamal Bentahar; Hadi Otrok; Azzam Mourad Towards Trustworthy Multi-Cloud Services Communities: A Trust-Based Hedonic Coalitional Game pdfAuthors: Omar Abdel Wahab; Jamal Bentahar; Hadi Otrok; Azzam Mourad Omar Abdel Wahab, Robin Cohen, Jamal Bentahar, Hadi Otrok,Azzam Mourad, Gaith Rjoub An endorsement-based trust bootstrapping approach for newcomer cloud services pdfAuthors: Omar Abdel Wahab, Robin Cohen, Jamal Bentahar, Hadi Otrok,Azzam Mourad, Gaith Rjoub Security Azzam Mourad, Sara Ayoubi, Hamdi Yahyaoui, Hadi Otrok A novel aspect-oriented BPEL framework for the dynamic enforcement of web services security pdfAuthors: Azzam Mourad, Sara Ayoubi, Hamdi Yahyaoui, Hadi Otrok Sara Ayoubi, Azzam Mourad, Hadi Otrok, Ahmad Shahin New XACML-AspectBPEL approach for composite web services security pdfAuthors: Sara Ayoubi, Azzam Mourad, Hadi Otrok, Ahmad Shahin Hanine Tout · Azzam Mourad · Hadi Otrok XrML-RBLicensing approach adapted to the BPEL process of composite web services pdfAuthors: Hanine Tout · Azzam Mourad · Hadi Otrok Hussein Jebbaoui, Azzam Mourad, Hadi Otrok, Ramzi Haraty Semantics-based approach for detecting flaws, conflicts and redundancies in XACML policies pdfAuthors: Hussein Jebbaoui, Azzam Mourad, Hadi Otrok, Ramzi Haraty Hanine Tout, Azzam Mourad, Chamseddine Talhi, Hadi Otrok AOMD approach for context-adaptable and conflict-free Web-services composition pdfAuthors: Hanine Tout, Azzam Mourad, Chamseddine Talhi, Hadi Otrok AzzamMourad, Hanine Tout, Chamseddine Talhi, Hadi Otrok, Hamdi Yahyaoui From model-driven specification to design-level set-based analysis of XACML policies pdfAuthors: AzzamMourad, Hanine Tout, Chamseddine Talhi, Hadi Otrok, Hamdi Yahyaoui Azzam Mourad, Hussein Jebbaou SBA-XACML: Set-based approach providing efficient policy decision process for accessing Web services pdfAuthors: Azzam Mourad, Hussein Jebbaou Omar Abdel Wahab; Jamal Bentahar; Hadi Otrok; Azzam Mourad Optimal Load Distribution for the Detection of VM-Based DDoS Attacks in the Cloud pdfAuthors: Omar Abdel Wahab; Jamal Bentahar; Hadi Otrok; Azzam Mourad Omar Abdel Wahab; Jamal Bentahar; Hadi Otrok; Azzam Mourad Resource-Aware Detection and Defense System against Multi-Type Attacks in the Cloud: Repeated Bayesian Stackelberg Game pdfAuthors: Omar Abdel Wahab; Jamal Bentahar; Hadi Otrok; Azzam Mourad Omar Abdel Wahab, Robin Cohen, Jamal Bentahar, Hadi Otrok,Azzam Mourad, Gaith Rjoub An endorsement-based trust bootstrapping approach for newcomer cloud services pdfAuthors: Omar Abdel Wahab, Robin Cohen, Jamal Bentahar, Hadi Otrok,Azzam Mourad, Gaith Rjoub Bahia Halawi; Azzam Mourad; Hadi Otrok; Ernesto Damiani Few are as Good as Many: An Ontology-Based Tweet Spam Detection Approach pdfAuthors: Bahia Halawi; Azzam Mourad; Hadi Otrok; Ernesto Damiani Azzam Mourad; Hanine Tout; Omar Abdel Wahab; Hadi Otrok; Toufic Dbouk Ad Hoc Vehicular Fog Enabling Cooperative Low-Latency Intrusion Detection pdfAuthors: Azzam Mourad; Hanine Tout; Omar Abdel Wahab; Hadi Otrok; Toufic Dbouk Resource Management Azzam Mourad; Hanine Tout; Omar Abdel Wahab; Hadi Otrok; Toufic Dbouk Ad Hoc Vehicular Fog Enabling Cooperative Low-Latency Intrusion Detection pdfAuthors: Azzam Mourad; Hanine Tout; Omar Abdel Wahab; Hadi Otrok; Toufic Dbouk Hani Sami, Azzam Mourad, Hadi Otrok, Jamal Bentahar FScaler: Automatic Resource Scaling of Containers in Fog Clusters Using Reinforcement Learning Automatic Resource Scaling of Containers in Fog Clusters Using Reinforcement Learning pdfAuthors: Hani Sami, Azzam Mourad, Hadi Otrok, Jamal Bentahar Ahmad Hammoud, Hani Sami, Azzam Mourad, Hadi Otrok, Rabab Mizouni, Jamal Bentahar AI, Blockchain and Vehicular Edge Computing for Smart and Secure IoV: Challenges and Directions AI, Blockchain and Vehicular Edge Computing for Smart and Secure IoV: Challenges and Directions pdfAuthors: Ahmad Hammoud, Hani Sami, Azzam Mourad, Hadi Otrok, Rabab Mizouni, Jamal Bentahar Hani Sami, Hadi Otrok, Jamal Bentahar, Azzam Mourad AI-based Resource Provisioning of IoE Services in 6G: A Deep Reinforcement Learning Approach Deep reinforcement Learning for proactive horizontal and vertical resource scaling. pdfAuthors: Hani Sami, Hadi Otrok, Jamal Bentahar, Azzam Mourad Hani Sami, Azzam Mourad, Hadi Otrok, Jamal Bentahar Demand-Driven Deep Reinforcement Learning for Scalable Fog and Service Placement Deep Reinforcement Learning for Service Placement pdfAuthors: Hani Sami, Azzam Mourad, Hadi Otrok, Jamal Bentahar Peter Farhat, Hani Sami, Azzam Mourad Reinforcement R-learning Model for Time Scheduling of On-demand Fog Placement On-demand Fog Scheduling pdfAuthors: Peter Farhat, Hani Sami, Azzam Mourad Hani Sami, Azzam Mourad, Wassim El-Hajj Vehicular-OBUs-As-On-Demand-Fogs: Resource and Context Aware Deployment of Containerized Micro-Services On-demand Vehicular Fog pdfAuthors: Hani Sami, Azzam Mourad, Wassim El-Hajj Hani Sami, Azzam Mourad Dynamic On-Demand Fog Formation Offering On-the-Fly IoT Service Deployment On-demand Fog Formation pdfAuthors: Hani Sami, Azzam Mourad Online Social Networks Bahia Halawi; Azzam Mourad; Hadi Otrok; Ernesto Damiani Few are as Good as Many: An Ontology-Based Tweet Spam Detection Approach pdfAuthors: Bahia Halawi; Azzam Mourad; Hadi Otrok; Ernesto Damiani Mohamad Arafeh, Paolo Ceravolo, Azzam Mourad, Ernesto Damiani Sampling Online Social Networks with Tailored Mining Strategies Social Networks Analysis PDFAuthors: Mohamad Arafeh, Paolo Ceravolo, Azzam Mourad, Ernesto Damiani DOI: 10.1109/SNAMS.2019.8931829 Mohamad Arafeh, Paolo Ceravolo, Azzam Mourad, Ernesto Damiani, Emanuele Bellini Ontology Based Recommender System Using Social Network Data social network, data miner, big data, data analysis, data sampling, ontology, recommender system PDFAuthors: Mohamad Arafeh, Paolo Ceravolo, Azzam Mourad, Ernesto Damiani, Emanuele Bellini DOI: 10.1016/j.future.2020.09.030 Mobile Cloud Hanine Tout; Chamseddine Talhi; Nadjia Karaa; Azzam Mourad Smart mobile computation offloading: Centralized selective and multi-objective approach pdfAuthors: Hanine Tout; Chamseddine Talhi; Nadjia Karaa; Azzam Mourad Hanine Tout; Chamseddine Talhi; Nadjia Kara; Azzam Mourad Selective Mobile Cloud Offloading to Augment Multi-Persona Performance and Viability pdfAuthors: Hanine Tout; Chamseddine Talhi; Nadjia Kara; Azzam Mourad Hanine Tout; Nadjia Karaa; Chamseddine Talhi; AzzamMourad Proactive machine learning-based solution for advanced manageability of multi-persona mobile computing pdfAuthors: Hanine Tout; Nadjia Karaa; Chamseddine Talhi; AzzamMourad Game Theory Omar Abdel Wahab, Jamal Bentahar, Hadi Otrok, Azzam Mourad A Stackelberg game for distributed formation of business-driven services communities pdfAuthors: Omar Abdel Wahab, Jamal Bentahar, Hadi Otrok, Azzam Mourad Omar Abdel Wahab; Jamal Bentahar; Hadi Otrok; Azzam Mourad Towards Trustworthy Multi-Cloud Services Communities: A Trust-Based Hedonic Coalitional Game pdfAuthors: Omar Abdel Wahab; Jamal Bentahar; Hadi Otrok; Azzam Mourad Omar Abdel Wahab; Jamal Bentahar; Hadi Otrok; Azzam Mourad Resource-Aware Detection and Defense System against Multi-Type Attacks in the Cloud: Repeated Bayesian Stackelberg Game pdfAuthors: Omar Abdel Wahab; Jamal Bentahar; Hadi Otrok; Azzam Mourad Federated Learning Sawsan Abdulrahman; Hanine Tout; Hakima Ould-Slimane; Azzam Mourad; Chamseddine Talhi; Mohsen Guizani A Survey on Federated Learning: The Journey From Centralized to Distributed On-Site Learning and Beyond pdfAuthors: Sawsan Abdulrahman; Hanine Tout; Hakima Ould-Slimane; Azzam Mourad; Chamseddine Talhi; Mohsen Guizani Sawsan Abdul Rahman; Hanine Tout; Chamseddine Talhi; Azzam Mourad Internet of Things Intrusion Detection: Centralized, On-Device, or Federated Learning? pdfAuthors: Sawsan Abdul Rahman; Hanine Tout; Chamseddine Talhi; Azzam Mourad Sawsan Abdulrahman; Hanine Tout; Azzam Mourad; Chamseddine Talhi FedMCCS: Multicriteria Client Selection Model for Optimal IoT Federated Learning pdfAuthors: Sawsan Abdulrahman; Hanine Tout; Azzam Mourad; Chamseddine Talhi Fake Sensing Mohamad Arafeh, May El Barachi, Azzam Mourad, Fatna Belqasmi A Blockchain based Architecture for the Detection of Fake Sensing in Mobile Crowdsensing Crowdsensing, fake sensing, Blockchain, smart cities, citizens’ behavior monitoring PDFAuthors: Mohamad Arafeh, May El Barachi, Azzam Mourad, Fatna Belqasmi DOI: 10.23919/SpliTech.2019.8783092 Cloud & Fog Computing Hani Sami, Azzam Mourad, Hadi Otrok, Jamal Bentahar FScaler: Automatic Resource Scaling of Containers in Fog Clusters Using Reinforcement Learning Automatic Resource Scaling of Containers in Fog Clusters Using Reinforcement Learning pdfAuthors: Hani Sami, Azzam Mourad, Hadi Otrok, Jamal Bentahar Ahmad Hammoud, Hani Sami, Azzam Mourad, Hadi Otrok, Rabab Mizouni, Jamal Bentahar AI, Blockchain and Vehicular Edge Computing for Smart and Secure IoV: Challenges and Directions AI, Blockchain and Vehicular Edge Computing for Smart and Secure IoV: Challenges and Directions pdfAuthors: Ahmad Hammoud, Hani Sami, Azzam Mourad, Hadi Otrok, Rabab Mizouni, Jamal Bentahar Hani Sami, Hadi Otrok, Jamal Bentahar, Azzam Mourad AI-based Resource Provisioning of IoE Services in 6G: A Deep Reinforcement Learning Approach Deep reinforcement Learning for proactive horizontal and vertical resource scaling. pdfAuthors: Hani Sami, Hadi Otrok, Jamal Bentahar, Azzam Mourad Hani Sami, Azzam Mourad, Hadi Otrok, Jamal Bentahar Demand-Driven Deep Reinforcement Learning for Scalable Fog and Service Placement Deep Reinforcement Learning for Service Placement pdfAuthors: Hani Sami, Azzam Mourad, Hadi Otrok, Jamal Bentahar Peter Farhat, Hani Sami, Azzam Mourad Reinforcement R-learning Model for Time Scheduling of On-demand Fog Placement On-demand Fog Scheduling pdfAuthors: Peter Farhat, Hani Sami, Azzam Mourad Hani Sami, Azzam Mourad, Wassim El-Hajj Vehicular-OBUs-As-On-Demand-Fogs: Resource and Context Aware Deployment of Containerized Micro-Services On-demand Vehicular Fog pdfAuthors: Hani Sami, Azzam Mourad, Wassim El-Hajj Hani Sami, Azzam Mourad Dynamic On-Demand Fog Formation Offering On-the-Fly IoT Service Deployment On-demand Fog Formation pdfAuthors: Hani Sami, Azzam Mourad Cloud and Fog Federations Ahmad Hammoud, Hadi Otrok, Azzam Mourad, Zbigniew Dziong Stable federated fog formation: An evolutionary game theoretical approach Fog Federations Authors: Ahmad Hammoud, Hadi Otrok, Azzam Mourad, Zbigniew Dziong Hala Shamseddine; Jana Nizam; Ahmad Hammoud; Azzam Mourad; Hadi Otrok; Haidar Harmanani; Zbigniew Dziong A Novel Federated Fog Architecture Embedding Intelligent Formation Fog Federations Authors: Hala Shamseddine; Jana Nizam; Ahmad Hammoud; Azzam Mourad; Hadi Otrok; Haidar Harmanani; Zbigniew Dziong Ahmad Hammoud, Azzam Mourad, Hadi Otrok, Omar Abdel Wahab, Haidar Harmanani Cloud federation formation using genetic and evolutionary game theoretical models Cloud Federations Authors: Ahmad Hammoud, Azzam Mourad, Hadi Otrok, Omar Abdel Wahab, Haidar Harmanani Ahmad Hammoud, Hadi Otrok, Azzam Mourad, Omar Abdel Wahab, Jamal Bentahar On the detection of passive malicious providers in cloud federations Cloud Federations Authors: Ahmad Hammoud, Hadi Otrok, Azzam Mourad, Omar Abdel Wahab, Jamal Bentahar Blockchain Mohamad Arafeh, May El Barachi, Azzam Mourad, Fatna Belqasmi A Blockchain based Architecture for the Detection of Fake Sensing in Mobile Crowdsensing Crowdsensing, fake sensing, Blockchain, smart cities, citizens’ behavior monitoring PDFAuthors: Mohamad Arafeh, May El Barachi, Azzam Mourad, Fatna Belqasmi DOI: 10.23919/SpliTech.2019.8783092 Ahmad Hammoud, Hani Sami, Azzam Mourad, Hadi Otrok, Rabab Mizouni, Jamal Bentahar AI, Blockchain and Vehicular Edge Computing for Smart and Secure IoV: Challenges and Directions AI, Blockchain and Vehicular Edge Computing for Smart and Secure IoV: Challenges and Directions pdfAuthors: Ahmad Hammoud, Hani Sami, Azzam Mourad, Hadi Otrok, Rabab Mizouni, Jamal Bentahar Artificial Intelligence Hanine Tout; Nadjia Karaa; Chamseddine Talhi; AzzamMourad Proactive machine learning-based solution for advanced manageability of multi-persona mobile computing pdfAuthors: Hanine Tout; Nadjia Karaa; Chamseddine Talhi; AzzamMourad Hani Sami, Azzam Mourad, Hadi Otrok, Jamal Bentahar FScaler: Automatic Resource Scaling of Containers in Fog Clusters Using Reinforcement Learning Automatic Resource Scaling of Containers in Fog Clusters Using Reinforcement Learning pdfAuthors: Hani Sami, Azzam Mourad, Hadi Otrok, Jamal Bentahar Ahmad Hammoud, Hani Sami, Azzam Mourad, Hadi Otrok, Rabab Mizouni, Jamal Bentahar AI, Blockchain and Vehicular Edge Computing for Smart and Secure IoV: Challenges and Directions AI, Blockchain and Vehicular Edge Computing for Smart and Secure IoV: Challenges and Directions pdfAuthors: Ahmad Hammoud, Hani Sami, Azzam Mourad, Hadi Otrok, Rabab Mizouni, Jamal Bentahar Hani Sami, Hadi Otrok, Jamal Bentahar, Azzam Mourad AI-based Resource Provisioning of IoE Services in 6G: A Deep Reinforcement Learning Approach Deep reinforcement Learning for proactive horizontal and vertical resource scaling. pdfAuthors: Hani Sami, Hadi Otrok, Jamal Bentahar, Azzam Mourad Hani Sami, Azzam Mourad, Hadi Otrok, Jamal Bentahar Demand-Driven Deep Reinforcement Learning for Scalable Fog and Service Placement Deep Reinforcement Learning for Service Placement pdfAuthors: Hani Sami, Azzam Mourad, Hadi Otrok, Jamal Bentahar
