Explore the cutting-edge advancements in automated bug detection and security exploit generation in this 26-minute conference talk from USENIX Enigma 2017. Delve into the world of symbolic execution and automated constraint solving, with a focus on how Satisfiability Modulo Theories (SMT) has revolutionized automated theorem proving. Learn about a successful application of SMT solvers in Web application security analysis and discover the potential for automating security analysis beyond the Web. Gain insights into the formalization of program testing, analysis, and symbolic execution, as well as specialized reasoners and automated reasoning for security. Examine real-world examples and future prospects in this collaborative presentation by experts from various universities.