Static analysis tools used to identify potential vulnerabilities in source code produce a large number of alerts with high false-positive rates that engineers must painstakingly examine to find legitimate flaws. Researchers in the SEI's CERT Division have developed the SCALe (Source Code Analysis Laboratory) tool to help analysts be more efficient and effective at auditing static analysis alerts. In this podcast, CERT researchers Lori Flynn and Zach Kurtz discuss ongoing research using test suites as a source of labeled training data to create classifiers for static analysis alerts.