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DogeGuard Sentinel

7.8
security profitable added: Thursday January 2026 21:05

A proactive fraud detection and prevention system specifically for Bitcoin ATMs, leveraging machine learning to identify and flag suspicious transactions in real-time based on patterns observed in confirmed fraud cases. The system integrates with ATM hardware and reporting APIs to provide instant alerts to authorities and freeze potentially fraudulent transactions.

180h
mvp estimate
7.8
viability grade
8
views

technology stack

Python PostgreSQL Medium

inspired by

Americans lost $333 million to Bitcoin ATM fraud.