Abstract: Programming language source code vulnerability mining is crucial to improving the security of software systems, but current research is mostly focused on the C language field, with little ...

Abstract: Adversarial examples are important to test and enhance the robustness of deep code models. As source code is discrete and has to strictly stick to complex grammar and semantics constraints, ...

Vibe coding isn’t just prompting. Learn how to manage context windows, troubleshoot smarter, and build an AI Overview ...

AI tools are fundamentally changing software development. Investing in foundational knowledge and deep expertise secures your career long-term.

Large language models (LLMs) like ChatGPT show reasoning errors across many domains. Identifying vulnerabilities is good for public safety, industry, and the scientists making these models. The human ...

Finding the right book can make a big difference, especially when you’re just starting out or trying to get better. We’ve ...

A marriage of formal methods and LLMs seeks to harness the strengths of both.