# Deep Learning-Based Vulnerability Detection Solutions in Smart Contracts: A Comparative and Meta-Analysis of Existing Approaches

> Research article (IEEE Access, 2025) · cited 12× · AI/ML

**Wikidata**: [openalex:W4406610358](https://www.wikidata.org/wiki/openalex:W4406610358)  
**Source**: https://4ort.xyz/entity/deep-learning-based-vulnerability-detection-solutions-in-smart-contracts-a-comparative-and-meta-analysis-of-existing-app