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What Is the Primary Risk Associated with Using an Iceberg Order?

The primary risk of an iceberg order is "order book front-running" or "peeking." While the visible portion is small, other sophisticated traders (often HFT) can infer the true, larger size of the order by observing the pattern of the visible fills and the constant re-entry of the small chunk. Once the true size is inferred, they can trade ahead of the hidden portion, moving the price against the iceberg order and increasing the eventual slippage.

How Do High-Frequency Trading (HFT) Algorithms Attempt to Detect and Exploit Iceberg Orders?
How Do Sophisticated Traders Detect the Presence of an Iceberg Order?
What Are the Main Differences between Executing a Large Trade via an Iceberg Order versus in a Dark Pool?
How Do ‘Iceberg Orders’ Attempt to Minimize Market Impact on Public Exchanges?