Second, can anyone help me understand what happened? I used blockchain.info both on my computer and my Android smartphone.

Do you have a strong passphrase?

Did you contact blockchain.info's support?

Thanks for the reply.

Yes, I used strong passphrase but only single password... Sad

I contacted the support but haven't got response yet, I assume that they can do nothing about that.

You may have a key logger.