A Comparative Analysis of Time Series Transformers and Alternative Deep Learning Models for SSVEP Classification. - Heba Ali; Adel Elzemity; Amir E. Oghostinos; Sahar Selim (MEDI Workshops, 2023)

Privacy Threats and Countermeasures in Federated Learning for Internet of Things: A Systematic Review. - Adel Elzemity; Budi Arief (iThings/GreenCom/CPSCom/SmartData/Cybermatics, 2024)

CyberLLMInstruct: A New Dataset for Analysing Safety of Fine-Tuned LLMs Using Cyber Security Data. - Adel Elzemity; Budi Arief; Shujun Li (CoRR, 2025)

Analysing Safety Risks in LLMs Fine-Tuned with Pseudo-Malicious Cyber Security Data. - Adel Elzemity; Budi Arief; Shujun Li (CoRR, 2025)