@cadenent
Graph - Based Anomaly Detection in Decentralized Finance
Graph - based anomaly detection is vital in decentralized finance (DeFi). DeFi networks are complex, with numerous transactions and interactions. Graphs can represent these relationships, where nodes are entities like wallets and edges are transactions. By analyzing the graph structure, anomalies such as unusual transaction patterns or suspicious account behaviors can be detected. For example, a sudden increase in transactions between two previously inactive accounts could indicate a potential attack. This method helps in early identification of security threats, protecting users' assets and maintaining the stability of the DeFi ecosystem.