TOSSS: A CVE-based Software Security Benchmark for Large Language Models
Abstract
With their increasing capabilities, Large Language Models (LLMs) are now used across many industries. They have become useful tools for software engineers and support a wide range of development tasks. As LLMs are increasingly used in software development workflows, a critical question arises: are LLMs good at software security? At the same time, organizations worldwide invest heavily in cybersecurity to reduce exposure to disruptive attacks. The integration of LLMs into software engineering workflows may introduce new vulnerabilities and weaken existing security efforts.
Fields of Study & Subjects
Software System Performance and Reliability
Information and Cyber Security
Security and Verification in Computing
Publication details
- Journal / source
- Proceedings of the 12th ACM International Workshop on Security and Privacy Analytics
- Publisher
- ACM
- Pages
- 111–117
- Publication date
- 12 June 2026
- Language
- EN