From Naptime to Big Sleep: Using Large Language Models To Catch Vulnerabilities In Real-World Code

Miltos Allamanis, Martin Arjovsky, Charles Blundell, Lars Buesing, Mark Brand, Sergei Glazunov, Dominik Maier, Petros Maniatis, Guilherme Marinho, Henryk Michalewski, Koushik Sen, Charles Sutton, Vaibhav Tulsyan, Marco Vanotti, Theophane Weber, Dan Zheng. 2024

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TLDR: Agents for Vulnerability Detection.

Big Sleep is a collaboration between Google Project Zero and Google DeepMind to build an agentic AI system to help automate software vulnerability research.