Adel Elzemity

According to our database, Adel Elzemity authored at least 6 papers between 2023 and 2026.

Collaborative distances:

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

2026

Agentic Knowledge Distillation: Autonomous Training of Small Language Models for SMS Threat Detection.

Adel Elzemity, Joshua Sylvester, Budi Arief, Rogério de Lemos

CoRR, February, 2026

2025

CyberLLMInstruct: A New Dataset for Analysing Safety of Fine-Tuned LLMs Using Cyber Security Data.

Adel Elzemity, Budi Arief, Shujun Li

CoRR, March, 2025

Analysing Safety Risks in LLMs Fine-Tuned with Pseudo-malicious Cyber Security Data.

Adel Elzemity, Budi Arief, Shujun Li

Proceedings of the Computer Security. ESORICS 2025 International Workshops, 2025

CyberLLMInstruct: A Pseudo-Malicious Dataset Revealing Safety-Performance Trade-offs in Cyber Security LLM Fine-tuning.

Adel Elzemity, Budi Arief, Shujun Li

Proceedings of the 18th ACM Workshop on Artificial Intelligence and Security, 2025

2024

Privacy Threats and Countermeasures in Federated Learning for Internet of Things: A Systematic Review.

Adel Elzemity, Budi Arief

Proceedings of the 2024 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, 2024

2023

A Comparative Analysis of Time Series Transformers and Alternative Deep Learning Models for SSVEP Classification.

Heba Ali, Adel Elzemity, Amir E. Oghostinos, Sahar Selim

Proceedings of the Advances in Model and Data Engineering in the Digitalization Era, 2023