Python libraries for cybersecurity help automate threat detection, network monitoring, and vulnerability analysis. Tools like Scapy, Nmap, and Requests enable penetration testing and network security ...

NetWatch is a fully local, AI-augmented network traffic analyzer designed for cybersecurity students, researchers, and practitioners who want real understanding of what's happening on their network — ...

Full-cycle security operations environment: deploy a vulnerable app, build defences, attack it, detect the attacks, investigate forensically, then throw ML at the problem and see if it does better ...