Patent ID: 11936682
Assignee: MICROSOFT TECHNOLOGY LICENSING, LLC
Field: Computer technology (Electrical engineering)
Classification: CPC H  G | IPC G  H

Claim 0:
1. A system comprising:
a non-transitory computer-readable medium having instructions stored thereon, which, when executed by a processor, cause the system to perform operations comprising:
obtaining a first sequence of operations performed by a first account of an online network, the first sequence of operations indicating at least one request path for one or more of the operations and an order for the operations;
standardizing the at least one request path into tokens reflective of operation types of request paths;
mapping the tokens to integers reflecting a ranking of a frequency of occurrences of the at least one request path in sequences of operations, including the first sequence of operations, performed by a plurality of accounts of the online network; and
feeding a label for the first sequence of operations, the tokens, and the integers into a machine learning algorithm to train a long short-term memory deep learning machine-learned model to calculate a score indicative of a likelihood that a subsequent second sequence of operations performed by a second account of the online network fed as input to the long short-term memory deep learning machine learned model constitutes abusive operations.