Abstract: Highlights•We propose a novel large-scale anonymous collusion framework.•Our framework could fail conventional detection algorithms.•Our framework can help earn approximately 500% higher rewards.•We introduce a detection algorithm that works with varying sizes collusion groups.•Experiments show that using our method could ensure the quality of crowdsourced data.
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