3 citations · 3 across the 9 of their papers we have counts for
3 papers · 1 filter
PHANTOM: Progressive High-fidelity Adversarial Network for Threat Object Modeling
Jamal Al-Karaki, Muhammad Al-Zafar Khan, Rand Derar Mohammad Al Athamneh
The scarcity of cyberattack data hinders the development of robust intrusion detection systems. This paper introduces PHANTOM, a novel adversarial variational framework for generat…
Deep Learning Under Siege: Identifying Security Vulnerabilities and Risk Mitigation Strategies
Jamal Al-Karaki, Muhammad Al-Zafar Khan, Mostafa Mohamad +1
With the rise in the wholesale adoption of Deep Learning (DL) models in nearly all aspects of society, a unique set of challenges is imposed. Primarily centered around the architec…
Exploring LLMs for Malware Detection: Review, Framework Design, and Countermeasure Approaches
Jamal Al-Karaki, Muhammad Al-Zafar Khan, Marwan Omar
The rising use of Large Language Models (LLMs) to create and disseminate malware poses a significant cybersecurity challenge due to their ability to generate and distribute attacks…