Network Traffic Analysis and Anomaly Detection with PCAP Analyzer

In the constantly evolving landscape of cybersecurity, keeping tabs on network traffic is crucial. Traditional methods often involve using specialized network monitoring tools and considerable manual effort. This recipe takes a different approach by leveraging the OpenAI API in conjunction with Python’s SCAPY library. By the end of this recipe, you’ll learn how to analyze a PCAP file containing captured network traffic and identify potential anomalies or threats, all without the need for real-time API calls. This makes the analysis not only insightful but also cost-effective. Whether you’re a cybersecurity newbie or a seasoned professional, this recipe offers a novel way to bolster your network security measures.

Getting ready

Before diving into this recipe, ensure you have your OpenAI account set up and your API key on hand. If not, you should refer back to Chapter 1 for the necessary setup...