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AssigneePaypal, Inc.
InventorsPanpan Qi, Zhe Chen, Quan Jin Ferdinand Tang, Fei Pei, Omkumar Mahalingam, Mandar Ganaba Gaonkar, Ting Lin, Gaurav Vishwanath Rane
Estimating the term…
There are provided systems and methods of bot detection through explainable deep learning and rule violation codebooks from generative AI. A service provider, such as an electronic transaction processor for digital transactions, may provide computing services to users for processing various requests and interactions with those users. However, malicious users may utilize bots, such as automated scripts and software applications, that attempt to conduct fraud, compromise systems and data, and the like. To provide better bot and bot activity detection, the service provider may implement an explainable deep learning system that may generate rule violations of rules indicating bot activity or presence in computing logs and interactions using a generative AI. The violations may have a corresponding explanation in codebooks to automate bot detection. When bot activity is detected, the explanation may provide a reason for the bot activity detection.
A service provider system comprising:
A method comprising:
A non-transitory machine-readable medium having stored thereon machine-readable instructions executable to cause a machine to perform operations comprising:
Dependencies are inferred from the claim text.