IntelligentIDS
A little info about your project and/ or overview that explains what the project is about.
Project 1: data collection, data preparation, and tool choice
Below are steps for data collection and data preparation with tool choice specified by each step.
a. Recreate two attacks and collect data
- Port Sweep - Nmap
- DDOS - docker/VM
Using Wireshark as a traffic aggregation tool, collecting pcap files.
b. Data processing
- Use Wack tool to help in processing data
- Normalize data (PCA)
- Feature extraction - flags, protocol, payload, packet id, source/destination ports
- Label data - normal, attack1, attack2
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Collected our own data and preprocessed it ourselves.
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