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This document discusses using artificial neural networks for cybersecurity and intrusion detection systems. It introduces artificial intelligence and neural networks, and how they can be used to identify and classify network activity based on limited data to protect against cyber threats. Neural networks are seen as crucial for cybersecurity, as they can help speed up detecting attacks, protect sites from attacks by identifying new threats quickly, and help prevent full-scale breaches. The future of AI in cybersecurity is discussed, with the potential for systems that can hunt for targeted attacks much faster and threat detection systems that can continuously learn and improve over time.














