2 papers
quant-ph2024
Predicting Water Quality using Quantum Machine Learning: The Case of the Umgeni Catchment (U20A) Study Region
Muhammad Al-Zafar Khan, Jamal Al-Karaki, Marwan Omar
In this study, we consider a real-world application of QML techniques to study water quality in the U20A region in Durban, South Africa. Specifically, we applied the quantum suppor…
cs.CR2024
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…