Learn how machine learning and artificial intelligence revolutionize cybersecurity threat detection in this conference talk from DevSecCon. Explore why traditional signature-based security tools are insufficient against today's evolving cyber threats and discover how data science techniques can identify patterns in massive datasets that human analysts would miss. Examine practical approaches to building intelligent security systems that leverage modern ML techniques to enhance organizational security posture. Gain insights into staying ahead of emerging threats through advanced anomaly detection methods and understand how to implement data-driven security solutions that can adapt to the complex and ever-changing threat landscape.