Marwan Omar

1. Exploring LLMs for Malware Detection: Review, Framework Design, and Countermeasure Approaches
   2024/09/11 by Jamal N. Al‐Karaki, Al-Karaki, Jamal, Muhammad Al-Zafar Khan +3 · 11 citations
   Computer Science · #Advanced Malware Detection Techniques #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Network Security and Intrusion Detection
2. Robust Natural Language Processing: Recent Advances, Challenges, and Future Directions
   2022/01/03 by Marwan Omar, Soohyeon Choi, Omar, Marwan +5 · 3 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Topic Modeling
3. Do Generative Large Language Models need billions of parameters?
   2023/09/12 by Sia Gholami, Marwan Omar, Gholami, Sia +1 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
4. Can pruning make Large Language Models more efficient?
   2023/10/06 by Sia Gholami, Gholami, Sia, Marwan Omar +1 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Natural Language Processing Techniques #Topic Modeling
5. Does Synthetic Data Make Large Language Models More Efficient?
   2023/10/11 by Sia Gholami, Gholami, Sia, Marwan Omar +1 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
6. Backdoor Learning for NLP: Recent Advances, Challenges, and Future Research Directions
   2023/02/14 by Marwan Omar, Omar, Marwan · 1 citation
   Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Web Application Security Vulnerabilities
7. Can a student Large Language Model perform as well as it's teacher?
   2023/10/03 by Sia Gholami, Marwan Omar, Gholami, Sia +1 · 1 citation
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification