Safa Otoum - RankMe

81 papers B 10C 1Journal 42Unranked 27

Year	Rank	Type	Title / Venue / Authors
2026	C	`conf`	Federated Learning-based Adaptive Idle-Time Training for Energy-Efficient Edge Nodes. ICCE Muhammad Asad, Safa Otoum
2026	J	`jnl`	Privacy-preserving federated feature selection with differential privacy. Eng. Appl. Artif. Intell. Amir Anees, Ouns Bouachir, Safa Otoum
2026	J	`jnl`	SafeSeek: Universal Attribution of Safety Circuits in Language Models. CoRR Miao Yu, Siyuan Fu, Moayad Aloqaily, Zhenhong Zhou, Safa Otoum, Xing Fan, Kun Wang, Yufei Guo, Qingsong Wen
2025	J	`jnl`	Bppfl: a blockchain-based framework for privacy-preserving federated learning. Clust. Comput. Muhammad Asad, Safa Otoum
2025	—	`conf`	Enhancing Vehicular Network Safety through Cluster Head-based Edge Intelligence and Federated Learning. BCCA Venkatraman Balasubramanian, Ouns Bouachir, Safa Otoum
2025	—	`conf`	FL-SATS: Federated Learning for Sybil Attack Detection in Transportation System. ICC Muhammad Asad, Safa Otoum
2025	—	`conf`	FLChain-LLM: A Blockchain-Enabled Framework for Training Large Language Models. BCCA Muhammad Asad, Safa Otoum
2025	J	`jnl`	Federated learning on the go: Building stable clusters and optimizing resources on the road. Veh. Commun. Sawsan Abdul Rahman, Safa Otoum, Ouns Bouachir
2025	—	`conf`	On the Security of Connected Vehicles: Intrusion Detection Using Federated Learning in the IoV. ICC Fadwa Darwaish, Safa Otoum, Hussein T. Mouftah
2025	—	`conf`	STO: A Dynamic AIoT-Based Approach for Energy-Efficient Urban Traffic Management. ICC Muhammad Asad, Safa Otoum, Bassem Ouni
2025	J	`jnl`	Zero-Trust Federated Learning via 6G URLLC for Vehicular Communications. IEEE J. Sel. Areas Commun. Muhammad Asad, Safa Otoum, Bassem Ouni
2024	—	`conf`	A Federated MRI and ML Approach for Precision Healthcare Detection. ICC Noof Almarar, Safa Otoum
2024	—	`conf`	Blockchain-Enhanced Federated Learning for Internet of Vehicles. BCCA Muhammad Asad, Safa Otoum
2024	J	`jnl`	CRAS-FL: Clustered resource-aware scheme for federated learning in vehicular networks. Veh. Commun. Sawsan AbdulRahman, Ouns Bouachir, Safa Otoum, Azzam Mourad
2024	J	`jnl`	Clients Eligibility-Based Lightweight Protocol in Federated Learning: An IDS Use Case. IEEE Trans. Netw. Serv. Manag. Muhammad Asad, Safa Otoum, Saima Shaukat
2024	J	`jnl`	Digital Healthcare in the Metaverse: Insights into Privacy and Security. IEEE Consumer Electron. Mag. Mehdi Letafati, Safa Otoum
2024	—	`conf`	Federated Learning for Personalized User Experiences in the Metaverse. iMETA Muhammad Asad, Safa Otoum
2024	—	`conf`	Federated Learning in Vehicular Networks: A Review of Emerging Trends and Future Directions. WF-IoT Muhammad Asad, Safa Otoum, Bassem Ouni
2024	J	`jnl`	Federated learning for efficient spectrum allocation in open RAN. Clust. Comput. Muhammad Asad, Safa Otoum
2024	J	`jnl`	Integrative Federated Learning and Zero-Trust Approach for Secure Wireless Communications. IEEE Wirel. Commun. Muhammad Asad, Safa Otoum
2024	—	`conf`	Optimizing Feature Selection to Improve Classification in Intrusion Detection System. GLOBECOM (Workshops) Amir Anees, Ouns Bouachir, Safa Otoum
2023	J	`jnl`	A Federated Learning and Blockchain-Enabled Sustainable Energy Trade at the Edge: A Framework for Industry 4.0. IEEE Internet Things J. Safa Otoum, Ismaeel Al Ridhawi, Hussein T. Mouftah
2023	J	`jnl`	Decentralized Zero-Trust Framework for Digital Twin-based 6G. CoRR Ismaeel Al Ridhawi, Safa Otoum, Moayad Aloqaily
2023	J	`jnl`	Digital Healthcare in The Metaverse: Insights into Privacy and Security. CoRR Mehdi Letafati, Safa Otoum
2023	—	`conf`	Edge Computing for the Metaverse: Balancing Security and Privacy Concerns. iMETA Muhammad Asad, Safa Otoum, Omar Al Fandi
2023	B	`conf`	FLDetect: An API-Based Ransomware Detection Using Federated Learning. GLOBECOM Tomas Petros, Henos Ghirmay, Safa Otoum, Reem Salem, Mérouane Debbah
2023	J	`jnl`	FedMint: Intelligent Bilateral Client Selection in Federated Learning With Newcomer IoT Devices. IEEE Internet Things J. Osama Wehbi, Sarhad Arisdakessian, Omar Abdel Wahab, Hadi Otrok, Safa Otoum, Azzam Mourad, Mohsen Guizani
2023	—	`ed.`	Fifth International Conference on Blockchain Computing and Applications, BCCA 2023, Kuwait, Kuwait, October 24-26, 2023 BCCA Moayad Aloqaily, Safa Otoum, Ouns Bouachir, Yaser Jararweh, Ismaeel Al Ridhawi, Khalid Al-Begain, Mohammad A. Alsmirat
2023	—	`conf`	Global Differential Privacy for Distributed Metaverse Healthcare Systems. iMETA Mehdi Letafati, Safa Otoum
2023	J	`jnl`	Global Differential Privacy for Distributed Metaverse Healthcare Systems. CoRR Mehdi Letafati, Safa Otoum
2023	J	`jnl`	Management of Digital Twin-Driven IoT Using Federated Learning. IEEE J. Sel. Areas Commun. Sawsan AbdulRahman, Safa Otoum, Ouns Bouachir, Azzam Mourad
2023	—	`conf`	Modeling and Evaluation of the Internet of Things Communication Protocols in Security Constrained Systems. CCNC Colton Helbig, Safa Otoum, Yaser Jararweh
2023	J	`jnl`	On the Feasibility of Split Learning, Transfer Learning and Federated Learning for Preserving Security in ITS Systems. IEEE Trans. Intell. Transp. Syst. Safa Otoum, Nadra Guizani, Hussein T. Mouftah
2023	—	`conf`	On the Feasibility of Zero-Trust Architecture in Assuring Security in Metaverse. iMETA Fatema Al Shehhi, Safa Otoum
2023	—	`conf`	On the Viability of Federated Deep Autoencoder for Botnet Threat Detection. DASC/PiCom/CBDCom/CyberSciTech Belsabel Teklemariam, Saron Bokretsion, Safa Otoum, Bassem Ouni
2023	J	`jnl`	On the feasibility of Federated Learning towards on-demand client deployment at the edge. Inf. Process. Manag. Mario Chahoud, Safa Otoum, Azzam Mourad
2023	J	`jnl`	On the privacy and security for e-health services in the metaverse: An overview. Ad Hoc Networks Mehdi Letafati, Safa Otoum
2023	J	`jnl`	On-Demand-FL: A Dynamic and Efficient Multicriteria Federated Learning Client Deployment Scheme. IEEE Internet Things J. Mario Chahoud, Hani Sami, Azzam Mourad, Safa Otoum, Hadi Otrok, Jamal Bentahar, Mohsen Guizani
2023	B	`conf`	Overcoming Resource Bottlenecks in Vehicular Federated Learning: A Cluster-Based and QoS-Aware Approach. GLOBECOM Sawsan AbdulRahman, Ouns Bouachir, Safa Otoum, Azzam Mourad
2023	—	`conf`	Phishing Detection Using Deep Learning and Machine Learning Algorithms: Comparative Analysis. DASC/PiCom/CBDCom/CyberSciTech Betiel Tesfom, Feven B. Araya, Snit Daniel, Reem Salem, Safa Otoum
2023	—	`conf`	Towards Boosting Federated Learning Convergence: A Computation Offloading & Clustering Approach. ICC Sawsan Abdul Rahman, Ouns Bouachir, Safa Otoum, Azzam Mourad
2023	—	`conf`	Towards Privacy-Aware Federated Learning for User-Sensitive Data. BCCA Muhammad Asad, Safa Otoum
2022	J	`jnl`	A Federated Learning Scheme for Neuro-developmental Disorders: Multi-Aspect ASD Detection. CoRR Hala Shamseddine, Safa Otoum, Azzam Mourad
2022	—	`conf`	A Hybrid Edge-assisted Machine Learning Approach for Detecting Heart Disease. ICC Vahideh Hayyolalam, Safa Otoum, Öznur Özkasap
2022	B	`conf`	AI-Enabled Health 4.0: An IoT-Based COVID-19 Diagnosis Use-Case. GLOBECOM Xiaoyu Song, Wei Pan, Ismaeel Al Ridhawi, Ali Abbas, Safa Otoum
2022	J	`jnl`	Dynamic QoS/QoE-aware reliable service composition framework for edge intelligence. Clust. Comput. Vahideh Hayyolalam, Safa Otoum, Öznur Özkasap
2022	J	`jnl`	FedMint: Intelligent Bilateral Client Selection in Federated Learning with Newcomer IoT Devices. CoRR Osama Wehbi, Sarhad Arisdakessian, Omar Abdel Wahab, Hadi Otrok, Safa Otoum, Azzam Mourad, Mohsen Guizani
2022	J	`jnl`	ON-DEMAND-FL: A Dynamic and Efficient Multi-Criteria Federated Learning Client Deployment Scheme. CoRR Mario Chahoud, Hani Sami, Azzam Mourad, Safa Otoum, Hadi Otrok, Jamal Bentahar, Mohsen Guizani
2022	B	`conf`	On the Feasibility of Federated Learning for Neurodevelopmental Disorders: ASD Detection Use-Case. GLOBECOM Hala Shamseddine, Safa Otoum, Azzam Mourad
2022	—	`conf`	Realizing Health 4.0 in Beyond 5G Networks. ICC Safa Otoum, Ismaeel Al Ridhawi, Hussein T. Mouftah
2022	B	`conf`	Resource and Heterogeneity-aware Clients Eligibility Protocol in Federated Learning. GLOBECOM Muhammad Asad, Safa Otoum, Saima Shaukat
2022	J	`jnl`	Securing Critical IoT Infrastructures With Blockchain-Supported Federated Learning. IEEE Internet Things J. Safa Otoum, Ismaeel Al Ridhawi, Hussein T. Mouftah
2022	J	`jnl`	Supporting Next-Generation Network Management with Intelligent Moving Devices. IEEE Netw. Ismaeel Al Ridhawi, Safa Otoum
2022	B	`conf`	Towards Bilateral Client Selection in Federated Learning Using Matching Game Theory. GLOBECOM Osama Wehbi, Sarhad Arisdakessian, Omar Abdel Wahab, Hadi Otrok, Safa Otoum, Azzam Mourad
2022	J	`jnl`	VeNet: Hybrid Stacked Autoencoder Learning for Cooperative Edge Intelligence in IoV. IEEE Trans. Intell. Transp. Syst. Venkatraman Balasubramanian, Safa Otoum, Martin Reisslein
2021	J	`jnl`	A Comparative Study of AI-Based Intrusion Detection Techniques in Critical Infrastructures. ACM Trans. Internet Techn. Safa Otoum, Burak Kantarci, Hussein T. Mouftah
2021	B	`conf`	A Novel Deep Reinforcement Learning-based Approach for Task-offloading in Vehicular Networks. GLOBECOM S. M. Ahsan Kazmi, Safa Otoum, Rasheed Hussain, Hussein T. Mouftah
2021	J	`jnl`	A Survey on Blockchain for Information Systems Management and Security. Inf. Process. Manag. David Berdik, Safa Otoum, Nikolas Schmidt, Dylan Porter, Yaser Jararweh
2021	J	`jnl`	DHT-based Communications Survey: Architectures and Use Cases. CoRR Yahya Hassanzadeh-Nazarabadi, Sanaz Taheri Boshrooyeh, Safa Otoum, Seyhan Ucar, Öznur Özkasap
2021	J	`jnl`	Enabling Trustworthiness in Sustainable Energy Infrastructure Through Blockchain and AI-Assisted Solutions. IEEE Wirel. Commun. Safa Otoum, Hussein T. Mouftah
2021	—	`conf`	Federated Reinforcement Learning-Supported IDS for IoT-steered Healthcare Systems. ICC Safa Otoum, Nadra Guizani, Hussein T. Mouftah
2021	J	`jnl`	Generalizing AI: Challenges and Opportunities for Plug and Play AI Solutions. IEEE Netw. Ismaeel Al Ridhawi, Safa Otoum, Moayad Aloqaily, Azzedine Boukerche
2021	J	`jnl`	Intelligent Control and Security of Fog Resources in Healthcare Systems via a Cognitive Fog Model. ACM Trans. Internet Techn. Mohammed Al-Khafajiy, Safa Otoum, Thar Baker, Muhammad Asim, Zakaria Maamar, Moayad Aloqaily, Mark Taylor, Martin Randles
2021	J	`jnl`	Preventing and Controlling Epidemics Through Blockchain-Assisted AI-Enabled Networks. IEEE Netw. Safa Otoum, Ismaeel Al Ridhawi, Hussein T. Mouftah
2021	J	`jnl`	Preventing and Controlling Epidemics through Blockchain-Assisted AI-Enabled Networks. CoRR Safa Otoum, Ismaeel Al Ridhawi, Hussein T. Mouftah
2020	J	`jnl`	A Comparative Study of AI-based Intrusion Detection Techniques in Critical Infrastructures. CoRR Safa Otoum, Burak Kantarci, Hussein T. Mouftah
2020	—	`conf`	A Novel Ensemble Method for Advanced Intrusion Detection in Wireless Sensor Networks. ICC Safa Otoum, Burak Kantarci, Hussein T. Mouftah
2020	—	`conf`	An IoT-Based Non-invasive Diabetics Monitoring System for Crucial Conditions. ADHOCNETS Hermon Yehdego, Safa Otoum, Omar Alfandi
2020	B	`conf`	Blockchain Solution for IoT-based Critical Infrastructures: Byzantine Fault Tolerance. NOMS Omar Alfandi, Safa Otoum, Yaser Jararweh
2020	J	`jnl`	Blockchain for Managing Heterogeneous Internet of Things: A Perspective Architecture. IEEE Netw. Lewis Tseng, Liwen Wong, Safa Otoum, Moayad Aloqaily, Jalel Ben-Othman
2020	B	`conf`	Blockchain-Supported Federated Learning for Trustworthy Vehicular Networks. GLOBECOM Safa Otoum, Ismaeel Al Ridhawi, Hussein T. Mouftah
2020	J	`jnl`	Blockchain-based database in an IoT environment: challenges, opportunities, and analysis. Clust. Comput. Lewis Tseng, Xinyu Yao, Safa Otoum, Moayad Aloqaily, Yaser Jararweh
2020	J	`jnl`	Intelligent jamming-aware routing in multi-hop IoT-based opportunistic cognitive radio networks. Ad Hoc Networks Haythem Bany Salameh, Safa Otoum, Moayad Aloqaily, Rawan Derbas, Ismaeel Al Ridhawi, Yaser Jararweh
2020	J	`jnl`	Low-latency vehicular edge: A vehicular infrastructure model for 5G. Simul. Model. Pract. Theory Venkatraman Balasubramanian, Safa Otoum, Moayad Aloqaily, Ismaeel Al Ridhawi, Yaser Jararweh
2019	J	`jnl`	An intrusion detection system for connected vehicles in smart cities. Ad Hoc Networks Moayad Aloqaily, Safa Otoum, Ismaeel Al Ridhawi, Yaser Jararweh
2019	—	`conf`	Empowering Reinforcement Learning on Big Sensed Data for Intrusion Detection. ICC Safa Otoum, Burak Kantarci, Hussein T. Mouftah
2019	J	`jnl`	On the Feasibility of Deep Learning in Sensor Network Intrusion Detection. IEEE Netw. Lett. Safa Otoum, Burak Kantarci, Hussein T. Mouftah
2018	—	`conf`	Adaptively Supervised and Intrusion-Aware Data Aggregation for Wireless Sensor Clusters in Critical Infrastructures. ICC Safa Otoum, Burak Kantarci, Hussein T. Mouftah
2017	—	`conf`	Hierarchical trust-based black-hole detection in WSN-based smart grid monitoring. ICC Safa Otoum, Burak Kantarci, Hussein T. Mouftah
2017	B	`conf`	Mitigating False Negative intruder decisions in WSN-based Smart Grid monitoring. IWCMC Safa Otoum, Burak Kantarci, Hussein T. Mouftah
2015	—	`conf`	Sensor Medium Access Control (SMAC)-based epilepsy patients monitoring system. CCECE Safa Otoum, Muayad Ahmed, Hussein T. Mouftah