A water filter assembly is provided. The water filter assembly includes a filter cartridge removably mounted to a manifold. An RFID tag is positioned at an outer surface of the filter cartridge. The water filter assembly also includes a liquid collector positioned below the filter cartridge. The liquid collector is positioned for receiving liquid leaking from the water filter assembly. A system for detecting liquid is also provided.