DeFiTrust: A transformer-based framework for scam DeFi token detection using event logs and sentiment analysis

Maneesha Gunathilaka, Sandareka Wickramanayake, H. M. N. Dilum Bandara

Abstract: Highlights•DeFiTrust is a transformer-based framework that can identify malicious DeFi tokens.•Social media data has been incorporated to improve the detection ability.•DeFiTrust offers explanations for its decisions, improving stakeholder trust.•DeFiTrust can identify scam tokens before scams occur.