soc detection

The soc detection tag on WindowsForum.com covers security operations center detection techniques, with a focus on identifying malicious activity in Microsoft 365 environments and monitoring AI assistants like ChatGPT, Microsoft Copilot, and Google Gemini. Recent discussions highlight how attackers use legitimate credentials and trusted infrastructure to evade traditional authentication alarms, emphasizing that successful logins should trigger investigation rather than trust. Content also explores how enterprise security teams must treat AI agents as a new identity class, using behavior analytics to detect anomalous activity, prompt injection, and unauthorized access. These threads reflect the evolving threat surface where normal-looking access and sanctioned AI tools become vectors for compromise, requiring SOC teams to adapt detection strategies accordingly.