Audit full text activity
You have to use DDL event groups that can be used to run a DDL trigger or an event notification, and also the Transact-SQL statements they cover. 

Refer BOL for more details on what can be tracked.

I have posted an answer here for How to get notified when a deadlock occurs using Event notification. The concept is similar and can be applied to audit Full text catalog.