What are conflicting transactions? Does it mean BTC lost permanently?
Conflicting transactions are simply two or more transactions that spent the same UTXO in its inputs (i.e. doublespending).

The only remedy is to not treat a transaction as successful until it has a number of confirmation that satisfies you. 

It is impossible to recover from a successful doublespend attack should the conflicting transaction be included in the blockchain.