Binding proteins, such as fully human monoclonal antibodies and fragments thereof, directed to the antigen Matriptase and uses of such binding proteins are disclosed. Nucleotide sequences encoding, and amino acid sequences comprising heavy and light chain immunoglobulin molecules capable of binding to Matriptase are also disclosed. The invention also discloses cell lines expressing such immunoglobulin molecules and monoclonal antibodies to Matriptase. The antibodies can be used to detect, prevent, and treat diseases such as cancer.