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Apr 15, 2026
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crypto
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data
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outlier-detection
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exchanges
When Exchanges Lie: Outlier Detection Across 150+ Crypto Data Sources
Integrating 150+ crypto exchanges revealed systematic fraud: fake volume, ghost liquidity, crawler-aware APIs. Here is how to detect it