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Fraud has severely detrimental impacts on the business of social networks andother online applications. A user can become a fake celebrity by purchasing"zombie followers" on Twitter. A merchant can boost his reputation through fakereviews on Amazon. This phenomenon also conspicuously exists on Facebook, Yelpand TripAdvisor, etc. In all the cases, fraudsters try to manipulate theplatform's ranking mechanism by faking interactions between the fake accountsthey control and the target customers.

Catching Loosely Synchronized Behavior in Face of Camouflage