[&] How does AI contribute to SOC operations? - By eliminating phishing emails - By reducing network traffic - By replacing human analysts - By automating routine tasks [&] What is the primary role of machine learning in SOC environments? - To proactively detect new strains of malware - To provide automated threat detection capabilities - To learn from data and improve systems over time - To provide real-time network monitoring [&] Machine learning helps identify new attack patterns through: - Threat Hunting - Manual log inspection - Behavioral analysis - Vulnerability Scanning [&] Which challenge does AI address by providing real-time insights? - Complex data analysis - High alert volume - Limited storage capacity - Slow incident response times