You need to first physically inspect the battery for any leakage, then measure its voltage to see if it's dead before attempting to charge it with your charger. If you haven't damaged your charger during storage it should work fine, but the battery may self-discharge way past any healthy limit throughout the years. Save a few bucks to buy yourself a programmable LiPo charger and a few LiPo batteries.
