Design a Cybersecurity Incident Response System

Design a cybersecurity incident response system that can detect, classify, and respond to security threats in real-time across a large-scale infrastructure. Focus on the architecture for efficient threat detection, implementing automated response mechanisms, and strategies for integrating various security tools and threat intelligence sources. Address challenges like minimizing false positives, handling large volumes of log data, and coordinating responses across distributed teams and systems.