The safety on trust wallet depends on keeping your mobile device & your recovery phrase safe. Trust wallet is considered one of the most secure hot wallet in the world. Creating an account is easily and security processes are satisfactory. And Trust wallet provided everything, so we can conclude It is safe.
Your tokens are on the blockchain, they require a private key to access, and if anyone gets to know it, your funds will be stolen.
It doesn't matter which wallet you are using and which wallet scammer uses to steal your funds, the crucial thing is the private key which you have to keep secret.