Final Project for CIS667 - Packet Analyzer Neural Net Kevin Allison, kralliso@syr.edu
Requirements: Python 2.7 Theano and Keras Frameworks/Toolkits
To generate training data: ./packet.py <malicious|safe> or python packet.py <malicious|safe>
Running the main program: ./project.py or python project.py
- Always select the first option (1. Train Neural Net) upon starting, the net must be trained! Pick from other options as needed.
Examples: ./packet.py data/synflood-1.pcap malicious train-2.csv ./packet.py data/SynFlood.pcap malicious train-2.csv ./packet.py data/icmp-regular.pcap safe train-2.csv ./packet.py data/icmp-dos.pcap malicious train-2.csv ./packet.py data/icmp-pingofdeath.pcap malicious train-2.csv ./packet.py data/traffic-1.pcap safe train-2.csv
./project.py -> 1. Train Neural Net -> 2. Evaluate Neural Net -> data/web-regular.pcap -> 4. Exit