At Microsoft, we understand how important software security is for businesses and consumers. We also recognize the challenges posed by the ever-evolving threats from malicious actors. That's why we are proud to offer BugLab, a powerful deep learning-based solution that can identify and repair software flaws without the need for labeled data.