# Profit or Deceit? Mitigating Pump and Dump in DeFi via Graph and Contrastive Learning

> Research article (IEEE Transactions on Information Forensics and Security, 2025) · cited 11× · AI/ML

**Wikidata**: [openalex:W4412837276](https://www.wikidata.org/wiki/openalex:W4412837276)  
**Source**: https://4ort.xyz/entity/profit-or-deceit-mitigating-pump-and-dump-in-defi-via-graph-and-contrastive-learning