Analysis of Malware Detection Methods Using Large Language Models and eBPF Technology

Key Points

• The aim is to review and compare malware detection tools that utilize LLMs and eBPF technology.
• Review of various malware detection software tools.
• Identification of advantages and disadvantages for each product.
• Comparative analysis of the tools based on provided criteria.
• A list of malware detection tools utilizing LLMs and eBPF was generated.
• Key strengths and weaknesses of each tool were highlighted.
• Research gaps in the malware detection area were identified.