Marwan Omar

According to our database, Marwan Omar authored at least 22 papers between 2017 and 2024.

Collaborative distances:

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

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

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