This Network Security defense systems acts as an indicator against SMP Floods, UDP Floods, ICMP Floods. This model is trained using packets from wireshark and can easily differentiate between normal network traffic and traffic that has been targetted on the machine by an attacker using the rate of packets transfer and using the source IP.
python security machine-learning random-forest classification intrusion-detection data-analysis wireshark udp-flood ddos-detection cyber-security network-security anomaly-detection packet-analysis icmp-flood smp-flood
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Updated
Jan 8, 2024 - Python