Though I did not watch Lady & Liar, it seems like the Thai drama Pan Ruk Pan Rai. Main lead is about to learn who she really is but an accident make her lose her memory and her identity is stolen meanwhile main lead wants to keep her close to him while second lead male tries to get her back.