1 Introduction  
1.1 Motivation  
1.2 Justifications  
1.3 Objectives  
1.4 Paper organization  

2 Basic concepts  
2.1 Cyber security  
2.2 Neural Networks  
2.3 Natural Language Processing and Large Language Models  

3 Related work  

4 Current issues and challenges  
4.1 Fine-tuning  
4.2 In-Context Learning (ICS)/Few-shot learning  
4.3 Retrieval Augmented Generation (RAG)  

5 Proposed solution  

6 Final remarks