Pactruder – The Smart Packet Capture Analyzer Tool
Packet capture (PCAP) is a foundational technique for network monitoring, troubleshooting, and cybersecurity. However, the vast data generated in network captures presents challenges for efficient analysis. This paper introduces Pactruder, a smart tool leveraging OpenAI models to analyze PCAP files. Pactruder demonstrates capabilities in anomaly detection, protocol classification, and traffic summarization. By utilizing natural language processing (NLP) and advanced machine learning (ML), Pactruder enhances traditional packet analysis workflows, optimizing network performance and security. In the rapidly evolving landscape of network cybersecurity, traditional packet capture (PCAP) analysis methods struggle to keep pace with increasing network complexity and sophisticated cyber threats. This comprehensive research introduces Pactruder, a groundbreaking intelligent system that harnesses the power of OpenAI’s GPT-4o model to transform network packet analysis.
Keywords: Packet capture, Open AI, network analysis, anomaly detection, machine learning, cybersecurity, network security
