Marwan Omar

According to our database, Marwan Omar authored at least 37 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

O-RAN-Based Digital Twin Function Virtualization for Sustainable IoV Service Response: An Asynchronous Hierarchical Reinforcement Learning Approach.

Yihang Tao, Jun Wu, Qianqian Pan, Ali Kashif Bashir, Marwan Omar

IEEE Trans. Green Commun. Netw., September, 2024

A Machine Learning Attack Resilient and Low-Latency Authentication Scheme for AI-Driven Patient Health Monitoring System.

Zahid Ghaffar, Wen-Chung Kuo, Khalid Mahmood, Tayyaba Tariq, Ali Kashif Bashir, Marwan Omar

IEEE Commun. Stand. Mag., September, 2024

An Internet of Medical Things-Based Mental Disorder Prediction System Using EEG Sensor and Big Data Mining.

Visvam Devadoss Ambeth Kumar, Sowmya Surapaneni, D. Pavitra, R. Venkatesan, Marwan Omar, Ali Kashif Bashir

J. Circuits Syst. Comput., July, 2024

Robust Risk-Sensitive Task Offloading for Edge-Enabled Industrial Internet of Things.

Sheng Zhou, Amjad Ali, Ala I. Al-Fuqaha, Marwan Omar, Li Feng

IEEE Trans. Consumer Electron., February, 2024

Machine Learning and Zero Knowledge Empowered Trustworthy Bitcoin Mixing for Next-G Consumer Electronics Payment.

Xijian Xu, Jun Wu, Ali Kashif Bashir, Marwan Omar

IEEE Trans. Consumer Electron., February, 2024

Provably Secure Conditional-Privacy Access Control Protocol for Intelligent Customers-Centric Communication in VANET.

Muhammad Asad Saleem, Xiong Li, Khalid Mahmood, Salman Shamshad, Muhammad Faizan Ayub, Ali Kashif Bashir, Marwan Omar

IEEE Trans. Consumer Electron., February, 2024

Threat Detection and Mitigation for Tactile Internet Driven Consumer IoT-Healthcare System.

Rajesh R, S. Hemalatha, Senthil Murugan Nagarajan, Ganesh Gopal Devarajan, Marwan Omar, Ali Kashif Bashir

IEEE Trans. Consumer Electron., February, 2024

Energy Maximization for Wireless Powered Communication Enabled IoT Devices With NOMA Underlaying Solar Powered UAV Using Federated Reinforcement Learning for 6G Networks.

Abdoh M. A. Jabbari, Haneef Khan, Salahaldeen Duraibi, Ishan Budhiraja, Suneet K. Gupta, Marwan Omar

IEEE Trans. Consumer Electron., February, 2024

Secure Consumer-Centric Demand Response Management in Resilient Smart Grid as Industry 5.0 Application With Blockchain-Based Authentication.

Muhammad Faizan Ayub, Xiong Li, Khalid Mahmood, Salman Shamshad, Muhammad Asad Saleem, Marwan Omar

IEEE Trans. Consumer Electron., February, 2024

IRS-Aided Federated Learning with Dynamic Differential Privacy for UAVs in Emergency Response.

Kulaea Taueveeve Pauu, Qianqian Pan, Jun Wu, Ali Kashif Bashir, Mafua-'i-Vai'utukakau Maka, Marwan Omar

IEEE Internet Things Mag., 2024

Web-Semantic-Driven Machine Learning and Blockchain for Transformative Change in the Future of Physical Education.

Wang Jun, Muhammad Shahid Iqbal, Rashid Abbasi, Marwan Omar, Huiqin Chu

Int. J. Semantic Web Inf. Syst., 2024

An intelligent resource allocation strategy with slicing and auction for private edge cloud systems.

Yuhuai Peng, Jing Wang, Xiongang Ye, Fazlullah Khan, Ali Kashif Bashir, Bandar Alshawi, Lei Liu, Marwan Omar

Future Gener. Comput. Syst., 2024

Exploring LLMs for Malware Detection: Review, Framework Design, and Countermeasure Approaches.

Jamal Al-Karaki, Muhammad Al-Zafar Khan, Marwan Omar

CoRR, 2024

Integrative Approaches in Cybersecurity and AI.

Marwan Omar

CoRR, 2024

A Binary Level Verification Framework for Real-Time Performance of PLC Program in Backhaul/Fronthaul Networks.

Xuankai Zhang, Jun Wu, Jianhua Li, Ali Kashif Bashir, Chao Sang, Bei Pei, Marwan Omar

Proceedings of the IEEE International Conference on Communications, 2024

Two-Stage Solutions via Semidefinite Relaxation for Object Localization Using UAVs.

Luchun Ye, Xiaoping Wu, Kai Fang, Marwan Omar, Ali Kashif Bashir, Wei Wang

Proceedings of the IEEE International Conference on Communications, 2024

2023

Millimeter-wave channel modeling in a VANETs using coding techniques.

Arshee Ahmed, Haroon Rasheed, Ali Kashif Bashir, Marwan Omar

PeerJ Comput. Sci., 2023

Does Synthetic Data Make Large Language Models More Efficient?

Sia Gholami, Marwan Omar

CoRR, 2023

Can pruning make Large Language Models more efficient?

Sia Gholami, Marwan Omar

CoRR, 2023

Can a student Large Language Model perform as well as it's teacher?

Sia Gholami, Marwan Omar

CoRR, 2023

Do Generative Large Language Models need billions of parameters?

Sia Gholami, Marwan Omar

CoRR, 2023

Detecting software vulnerabilities using Language Models.

Marwan Omar

CoRR, 2023

RobustNLP: A Technique to Defend NLP Models Against Backdoor Attacks.

Marwan Omar

CoRR, 2023

Backdoor Learning for NLP: Recent Advances, Challenges, and Future Research Directions.

Marwan Omar

CoRR, 2023

Harnessing the Power of Decision Trees to Detect IoT Malware.

Marwan Omar

CoRR, 2023

New Approach to Malware Detection Using Optimized Convolutional Neural Network.

Marwan Omar

CoRR, 2023

Text-Defend: Detecting Adversarial Examples using Local Outlier Factor.

Marwan Omar, Gita Sukthankar

Proceedings of the 17th IEEE International Conference on Semantic Computing, 2023

BcIIS: Blockchain-Based Intelligent Identification Scheme of Massive IoT Devices.

Yi Sun, Tong Xu, Ali Kashif Bashir, Jie Liu, Marwan Omar

Proceedings of the IEEE Global Communications Conference, 2023

Privacy-Preserving EEG Signal Analysis with Electrode Attention for Depression Diagnosis: Joint FHE and CNN Approach.

Huanze Dong, Jun Wu, Ali Kashif Bashir, Qianqian Pan, Marwan Omar, Anwer Al-Dulaimi

Proceedings of the IEEE Global Communications Conference, 2023

VulDetect: A novel technique for detecting software vulnerabilities using Language Models.

Marwan Omar, Stavros Shiaeles

Proceedings of the IEEE International Conference on Cyber Security and Resilience, 2023

2022

Machine Learning for Cybersecurity - Innovative Deep Learning Solutions

Marwan Omar

Springer Briefs in Computer Science, Springer, ISBN: 978-3-031-15892-6, 2022

Robust Natural Language Processing: Recent Advances, Challenges, and Future Directions.

Marwan Omar, Soohyeon Choi, Daehun Nyang, David Mohaisen

IEEE Access, 2022

Making Adversarially-Trained Language Models Forget with Model Retraining: A Case Study on Hate Speech Detection.

Marwan Omar, David Mohaisen

Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022

Quantifying the Performance of Adversarial Training on Language Models with Distribution Shifts.

Marwan Omar, Soohyeon Choi, Daehun Nyang, David Mohaisen

Proceedings of the CySSS@AsiaCCS'22: Proceedings of the 1st Workshop on Cybersecurity and Social Sciences, 2022

2021

Security Breaches in the Healthcare Domain: A Spatiotemporal Analysis.

Mohammed Alkinoon, Marwan Omar, Manar Mohaisen, David Mohaisen

Proceedings of the Computational Data and Social Networks - 10th International Conference, 2021

2020

Net Neutrality Around the Globe: A Survey.

Van Nguyen, Derek Mohammed, Marwan Omar, Passard Dean

Proceedings of the 3rd International Conference on Information and Computer Technologies, 2020

2017

Defending against malicious insiders: a conceptual framework for predicting, detecting, and deterring malicious insiders.

Marwan Omar, Derek Mohammed, Van Nguyen

Int. J. Bus. Process. Integr. Manag., 2017