Bot detection and mitigation using dynamic web flows built via machine learning
AssigneeAkamai Technologies, Inc.
InventorVenkata Sai Kishore Modalavalasa
Life of this patent
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AssigneeAkamai Technologies, Inc.
InventorVenkata Sai Kishore Modalavalasa
Estimating the term…
An overlay network bot detection service is augmented to include a content generation service that dynamically generates dummy web pages that are served (along with real site content) to a requesting user, This content is built using machine learning models trained on a target website's content, or that otherwise leverage generative AI to create site content that mimics the site's real content. The generated content is preferably built dynamically during an actual interaction session with the requesting user, is designed to “look” and “feel” like actual content of the website, and inclusion of the content acts to trap a requesting user's browser in one or more non-productive (fake) navigation loops within the site. This facilitates the overall bot detection because such content and such loops are not actually part of the real site, and thus the navigation of these unproductive pages is highly indicative of bot activity.
A method of protecting a website, comprising:
An apparatus configured to protect a website, comprising:
A computer program product in a non-transitory computer-readable medium, the computer program product comprising computer program code executable by one or more hardware processors to protect a website, the computer program code configured during an interaction with the website initiated by a requesting client to:
Dependencies are inferred from the claim text.