Standard practice is to define the transaction based on the perspective of the dealer. If the dealer is borrowing cash and providing collateral, it is known as a repurchase agreement. If the dealer is lending cash and accepting collateral, it is known as a reverse repurchase agreement.
Statement 2 is indeed correct. Repo rates increase with the level of credit risk in the collateral.