Spring Security provides comprehensive security services for Java-based applications including authentication, authorization, and protecting against attacks like CSRF. It supports many authentication mechanisms and allows configuring authorization for web requests, method invocation, and domain objects. The remember-me feature allows users to remain authenticated across sessions. CSRF is prevented by embedding a token in requests that is checked by the application.