Agent-based security involves installing software agents on devices to monitor activities and enforce security policies at the endpoint level, offering deep visibility and control. In contrast, agentless security, provides a robust and granular level of monitoring by directly integrating with cloud platforms without needing to install any software. This makes agentless security ideal for cloud environments where direct access to underlying infrastructure is not possible, ensuring comprehensive visibility and protection.