Why And How We Use Real-time Machine Learning To Monitor Fraudulent Activity At Binance

The risk AI team at Binance uses machine learning to protect users from fraud and other potential threats. This article explains how they use a streaming pipeline to ensure real-time responses and prevent model staleness. Batch pipelines are used to process large volumes of data, while streaming pipelines are used for near-instant responses. Both pipelines are equally important for fraud prevention.