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Version: v1

Event Categories

When EventType is suspicious_activity, the EventCategory will be one of the following values, indicating the specific signal detected.

EventSubTypeEventCategoryDescription
aiai_crawlerDetects AI crawler bots that collect training data or index web content. Learn More
aiai_assistantDetects AI assistants that browse the web on behalf of a user during a chat session. Learn More
aiai_agentDetects autonomous AI agents that browse websites, fill forms, and complete tasks without direct human control. Learn More
fraudcredential_pairDetects credential stuffing patterns where an email and password are pasted together into a single input field. Learn More
frauddisposable_emailDetects email addresses entered in form fields that belong to known disposable or temporary email services. Learn More
fraudmultiple_emailsDetects sessions where multiple distinct email addresses are submitted through forms. Learn More
fraudsql_injectionDetects SQL injection attempts in form inputs and URLs. Learn More
fraudxssDetects cross-site scripting (XSS) attempts in form inputs and URLs. Learn More
automationno_pointer_movementDetects sessions where no mouse movement occurs despite other interactions being present. Learn More
automationno_pointer_curveDetects sessions where mouse movement consists only of straight-line jumps with no natural curved motion. Learn More
automationno_user_activityDetects page visits with no user interaction—no clicks, form changes, or other user-initiated events. Learn More
automationfull_page_resizeDetects when the browser viewport is resized to match the full document height, a technique commonly used by bots to capture full-page screenshots. Learn More
automationheadless_browserDetects headless browser environments through User-Agent strings, viewport dimensions, and known automation tool signatures. Learn More
networknetwork_cloudDetects page requests originating from known cloud provider IP address ranges. Learn More
networknetwork_consumer_privateDetects page requests originating from consumer privacy-preserving network services, such as Apple Private Relay. Learn More
networkai_vendorDetects traffic originating from known AI vendor IP address ranges. Learn More

Additional Information