NeuroLog: Reasoning You Can Audit -- Neuro-Symbolic Vulnerability Discovery via LLM Facts, Datalog, and SMT
cs.CR
Submitted: 2026-05-30
Updated: 2026-10-12
Code: https://github.com/libarchive/libarchive
Project page: https://tree-sitter.github.io/tree-sitter
Sources
- Formulog: Datalog for SMT-Based Static Analysis (Extended Version)
- Making Formulog Fast: An Argument for Unconventional Datalog Evaluation (Extended Version)
- IRIS: LLM-Assisted Static Analysis for Detecting Security Vulnerabilities
- Top Score on the Wrong Exam: On Benchmarking in Machine Learning for Vulnerability Detection
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