Safa Otoum

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 59

Top Topics

Intrusion Detection

Healthcare Systems

Reinforcement Learning

Top Venues

Publications

Sawsan AbdulRahman, Ouns Bouachir, Safa Otoum, Azzam Mourad
CRAS-FL: Clustered resource-aware scheme for federated learning in vehicular networks. Veh. Commun. 47 (2024)
Mehdi Letafati, Safa Otoum
Digital Healthcare in the Metaverse: Insights into Privacy and Security. IEEE Consumer Electron. Mag. 13 (3) (2024)
Muhammad Asad, Safa Otoum
Integrative Federated Learning and Zero-Trust Approach for Secure Wireless Communications. IEEE Wirel. Commun. 31 (2) (2024)
Colton Helbig, Safa Otoum, Yaser Jararweh
Modeling and Evaluation of the Internet of Things Communication Protocols in Security Constrained Systems. CCNC (2023)
Ismaeel Al Ridhawi, Safa Otoum, Moayad Aloqaily
Decentralized Zero-Trust Framework for Digital Twin-based 6G. CoRR (2023)
Sawsan AbdulRahman, Safa Otoum, Ouns Bouachir, Azzam Mourad
Management of Digital Twin-Driven IoT Using Federated Learning. IEEE J. Sel. Areas Commun. 41 (11) (2023)
Sawsan Abdul Rahman, Ouns Bouachir, Safa Otoum, Azzam Mourad
Towards Boosting Federated Learning Convergence: A Computation Offloading & Clustering Approach. ICC (2023)
Sawsan AbdulRahman, Ouns Bouachir, Safa Otoum, Azzam Mourad
Overcoming Resource Bottlenecks in Vehicular Federated Learning: A Cluster-Based and QoS-Aware Approach. GLOBECOM (2023)
Muhammad Asad, Safa Otoum
Towards Privacy-Aware Federated Learning for User-Sensitive Data. BCCA (2023)
Mehdi Letafati, Safa Otoum
Digital Healthcare in The Metaverse: Insights into Privacy and Security. CoRR (2023)
Mehdi Letafati, Safa Otoum
Global Differential Privacy for Distributed Metaverse Healthcare Systems. CoRR (2023)
Belsabel Teklemariam, Saron Bokretsion, Safa Otoum, Bassem Ouni
On the Viability of Federated Deep Autoencoder for Botnet Threat Detection. DASC/PiCom/CBDCom/CyberSciTech (2023)
Osama Wehbi, Sarhad Arisdakessian, Omar Abdel Wahab, Hadi Otrok, Safa Otoum, Azzam Mourad, Mohsen Guizani
FedMint: Intelligent Bilateral Client Selection in Federated Learning With Newcomer IoT Devices. IEEE Internet Things J. 10 (23) (2023)
Betiel Tesfom, Feven Belay, Snit Daniel, Reem Salem, Safa Otoum
Phishing Detection Using Deep Learning and Machine Learning Algorithms: Comparative Analysis. DASC/PiCom/CBDCom/CyberSciTech (2023)
Safa Otoum, Ismaeel Al Ridhawi, Hussein T. Mouftah
A Federated Learning and Blockchain-Enabled Sustainable Energy Trade at the Edge: A Framework for Industry 4.0. IEEE Internet Things J. 10 (4) (2023)
Mehdi Letafati, Safa Otoum
On the privacy and security for e-health services in the metaverse: An overview. Ad Hoc Networks 150 (2023)
Tomas Petros, Henos Ghirmay, Safa Otoum, Reem Salem, Mérouane Debbah
FLDetect: An API-Based Ransomware Detection Using Federated Learning. GLOBECOM (2023)
Mario Chahoud, Hani Sami, Azzam Mourad, Safa Otoum, Hadi Otrok, Jamal Bentahar, Mohsen Guizani
On-Demand-FL: A Dynamic and Efficient Multicriteria Federated Learning Client Deployment Scheme. IEEE Internet Things J. 10 (18) (2023)
Mario Chahoud, Safa Otoum, Azzam Mourad
On the feasibility of Federated Learning towards on-demand client deployment at the edge. Inf. Process. Manag. 60 (1) (2023)
Safa Otoum, Nadra Guizani, Hussein T. Mouftah
On the Feasibility of Split Learning, Transfer Learning and Federated Learning for Preserving Security in ITS Systems. IEEE Trans. Intell. Transp. Syst. 24 (7) (2023)
Vahideh Hayyolalam, Safa Otoum, Öznur Özkasap
A Hybrid Edge-assisted Machine Learning Approach for Detecting Heart Disease. ICC (2022)
Osama Wehbi, Sarhad Arisdakessian, Omar Abdel Wahab, Hadi Otrok, Safa Otoum, Azzam Mourad, Mohsen Guizani
FedMint: Intelligent Bilateral Client Selection in Federated Learning with Newcomer IoT Devices. CoRR (2022)
Mario Chahoud, Hani Sami, Azzam Mourad, Safa Otoum, Hadi Otrok, Jamal Bentahar, Mohsen Guizani
ON-DEMAND-FL: A Dynamic and Efficient Multi-Criteria Federated Learning Client Deployment Scheme. CoRR (2022)
Muhammad Asad, Safa Otoum, Saima Shaukat
Resource and Heterogeneity-aware Clients Eligibility Protocol in Federated Learning. GLOBECOM (2022)
Ismaeel Al Ridhawi, Safa Otoum
Supporting Next-Generation Network Management with Intelligent Moving Devices. IEEE Netw. 36 (3) (2022)
Vahideh Hayyolalam, Safa Otoum, Öznur Özkasap
Dynamic QoS/QoE-aware reliable service composition framework for edge intelligence. Clust. Comput. 25 (3) (2022)
Safa Otoum, Ismaeel Al Ridhawi, Hussein T. Mouftah
Realizing Health 4.0 in Beyond 5G Networks. ICC (2022)
Xiaoyu Song, Wei Pan, Ismaeel Al Ridhawi, Ali Abbas, Safa Otoum
AI-Enabled Health 4.0: An IoT-Based COVID-19 Diagnosis Use-Case. GLOBECOM (2022)
Venkatraman Balasubramanian, Safa Otoum, Martin Reisslein
VeNet: Hybrid Stacked Autoencoder Learning for Cooperative Edge Intelligence in IoV. IEEE Trans. Intell. Transp. Syst. 23 (9) (2022)
Osama Wehbi, Sarhad Arisdakessian, Omar Abdel Wahab, Hadi Otrok, Safa Otoum, Azzam Mourad
Towards Bilateral Client Selection in Federated Learning Using Matching Game Theory. GLOBECOM (2022)
Hala Shamseddine, Safa Otoum, Azzam Mourad
A Federated Learning Scheme for Neuro-developmental Disorders: Multi-Aspect ASD Detection. CoRR (2022)
Hala Shamseddine, Safa Otoum, Azzam Mourad
On the Feasibility of Federated Learning for Neurodevelopmental Disorders: ASD Detection Use-Case. GLOBECOM (2022)
Safa Otoum, Ismaeel Al Ridhawi, Hussein T. Mouftah
Securing Critical IoT Infrastructures With Blockchain-Supported Federated Learning. IEEE Internet Things J. 9 (4) (2022)
Safa Otoum, Ismaeel Al Ridhawi, Hussein T. Mouftah
Preventing and Controlling Epidemics through Blockchain-Assisted AI-Enabled Networks. CoRR (2021)
Safa Otoum, Burak Kantarci, Hussein T. Mouftah
A Comparative Study of AI-Based Intrusion Detection Techniques in Critical Infrastructures. ACM Trans. Internet Techn. 21 (4) (2021)
Ismaeel Al Ridhawi, Safa Otoum, Moayad Aloqaily, Azzedine Boukerche
Generalizing AI: Challenges and Opportunities for Plug and Play AI Solutions. IEEE Netw. 35 (1) (2021)
Safa Otoum, Nadra Guizani, Hussein T. Mouftah
Federated Reinforcement Learning-Supported IDS for IoT-steered Healthcare Systems. ICC (2021)
David Berdik, Safa Otoum, Nikolas Schmidt, Dylan Porter, Yaser Jararweh
A Survey on Blockchain for Information Systems Management and Security. Inf. Process. Manag. 58 (1) (2021)
Safa Otoum, Ismaeel Al Ridhawi, Hussein T. Mouftah
Preventing and Controlling Epidemics Through Blockchain-Assisted AI-Enabled Networks. IEEE Netw. 35 (3) (2021)
Mohammed Al-Khafajiy, Safa Otoum, Thar Baker, Muhammad Asim, Zakaria Maamar, Moayad Aloqaily, Mark Taylor, Martin Randles
Intelligent Control and Security of Fog Resources in Healthcare Systems via a Cognitive Fog Model. ACM Trans. Internet Techn. 21 (3) (2021)
Safa Otoum, Hussein T. Mouftah
Enabling Trustworthiness in Sustainable Energy Infrastructure Through Blockchain and AI-Assisted Solutions. IEEE Wirel. Commun. 28 (6) (2021)
Yahya Hassanzadeh-Nazarabadi, Sanaz Taheri Boshrooyeh, Safa Otoum, Seyhan Ucar, Öznur Özkasap
DHT-based Communications Survey: Architectures and Use Cases. CoRR (2021)
S. M. Ahsan Kazmi, Safa Otoum, Rasheed Hussain, Hussein T. Mouftah
A Novel Deep Reinforcement Learning-based Approach for Task-offloading in Vehicular Networks. GLOBECOM (2021)
Haythem Bany Salameh, Safa Otoum, Moayad Aloqaily, Rawan Derbas, Ismaeel Al Ridhawi, Yaser Jararweh
Intelligent jamming-aware routing in multi-hop IoT-based opportunistic cognitive radio networks. Ad Hoc Networks 98 (2020)
Safa Otoum, Burak Kantarci, Hussein T. Mouftah
A Novel Ensemble Method for Advanced Intrusion Detection in Wireless Sensor Networks. ICC (2020)
Omar Alfandi, Safa Otoum, Yaser Jararweh
Blockchain Solution for IoT-based Critical Infrastructures: Byzantine Fault Tolerance. NOMS (2020)
Hermon Yehdego, Safa Otoum, Omar Alfandi
An IoT-Based Non-invasive Diabetics Monitoring System for Crucial Conditions. ADHOCNETS (2020)
Lewis Tseng, Xinyu Yao, Safa Otoum, Moayad Aloqaily, Yaser Jararweh
Blockchain-based database in an IoT environment: challenges, opportunities, and analysis. Clust. Comput. 23 (3) (2020)
Lewis Tseng, Liwen Wong, Safa Otoum, Moayad Aloqaily, Jalel Ben-Othman
Blockchain for Managing Heterogeneous Internet of Things: A Perspective Architecture. IEEE Netw. 34 (1) (2020)
Safa Otoum, Ismaeel Al Ridhawi, Hussein T. Mouftah
Blockchain-Supported Federated Learning for Trustworthy Vehicular Networks. GLOBECOM (2020)
Venkatraman Balasubramanian, Safa Otoum, Moayad Aloqaily, Ismaeel Al Ridhawi, Yaser Jararweh
Low-latency vehicular edge: A vehicular infrastructure model for 5G. Simul. Model. Pract. Theory 98 (2020)
Safa Otoum, Burak Kantarci, Hussein T. Mouftah
A Comparative Study of AI-based Intrusion Detection Techniques in Critical Infrastructures. CoRR (2020)
Safa Otoum, Burak Kantarci, Hussein T. Mouftah
Empowering Reinforcement Learning on Big Sensed Data for Intrusion Detection. ICC (2019)
Moayad Aloqaily, Safa Otoum, Ismaeel Al Ridhawi, Yaser Jararweh
An intrusion detection system for connected vehicles in smart cities. Ad Hoc Networks 90 (2019)
Safa Otoum, Burak Kantarci, Hussein T. Mouftah
On the Feasibility of Deep Learning in Sensor Network Intrusion Detection. IEEE Netw. Lett. 1 (2) (2019)
Safa Otoum, Burak Kantarci, Hussein T. Mouftah
Adaptively Supervised and Intrusion-Aware Data Aggregation for Wireless Sensor Clusters in Critical Infrastructures. ICC (2018)
Safa Otoum, Burak Kantarci, Hussein T. Mouftah
Hierarchical trust-based black-hole detection in WSN-based smart grid monitoring. ICC (2017)
Safa Otoum, Burak Kantarci, Hussein T. Mouftah
Mitigating False Negative intruder decisions in WSN-based Smart Grid monitoring. IWCMC (2017)
Safa Otoum, Muayad Ahmed, Hussein T. Mouftah
Sensor Medium Access Control (SMAC)-based epilepsy patients monitoring system. CCECE (2015)