MemHint
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Related Articles from SNS
Finding Memory Leaks in C/C++ Programs via Neuro-Symbolic Augmented Static Analysis
arXiv:2603.27224v4 Announce Type: replace Abstract: Memory leaks remain prevalent in real-world C/C++ software. Static analyzers such as CodeQL provide scalable program analysis but frequently miss such bugs because they cannot recognize project-specific custom memory-management functions and lack path-sensitive control-flow modeling. We present MemHint, a neuro-symbolic pipeline that addresses both limitations by combining LLMs' semantic understanding of code with Z3-based symbolic reasoning.