Abstract: Systems and methods that facilitate detection of cross-channel fraud are discussed. Detection of cross-channel fraud includes analyzing one or more fraud accounts previously subject to fraud. The analyzing includes identifying one or more common patterns of events associated with fraud. Detection of cross-channel fraud also includes determining a cross-channel fraud metric that measures a likelihood of fraud and monitoring a plurality of events associated with a customer. The detection of cross-channel fraud also includes determining a first account fraud probability associated with the customer based at least in part on a comparison between the plurality of events and the one or more common patterns of events. The plurality of events are analyzed in connection with the cross-channel fraud metric to determine an account cross-channel fraud score associated with the customer.