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A compact, self-contained lab that demonstrates real-time intrusion detection and automated response using an IDS script (Scapy), Cisco router ACLs (Netmiko), and victim host hardening (Paramiko + iptables).
A modular Python-based SIEM/IPS that monitors system logs in real-time (Sentinel) and automates threat response (SOAR). It features Regex-based log normalization, hybrid event correlation (SSH/Web), and automated firewall blocking integrated with AbuseIPDB and Discord alerts.
Real-time Network Traffic Analysis Engine capable of processing high-velocity data streams to detect statistical anomalies using Z-Score & Context-Aware filtering.