F5 Distributed Cloud Bot Defense Advanced

F5 Distributed Cloud Bot Defense Advanced delivers real-time protection against sophisticated automated attacks. Powered by Shape Security artificial intelligence (AI) and telemetry engine, it differentiates between legitimate human interactions and automated tooling attempting credential stuffing, account takeover, inventory hoarding, and API scraping.

Telemetry & Behavioral Pipeline

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|                  Advanced Behavioral AI Telemetry Flow                  |
|                                                                         |
|  1. HTML Request --> Inject Dynamic Telemetry JavaScript                |
|  2. Browser Execution --> Collect DOM, Hardware, Canvas, Mouse Signals  |
|  3. Protected POST/API --> Interrogate Telemetry Beacon Payload         |
|  4. Cloud AI Analysis --> Score Client Authenticity (Human vs Bot)      |
|  5. Mitigation Decision --> Allow, Challenge (CAPTCHA), Block, Flag     |
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Attack Coverage

Credential Stuffing

Stops automated credential testing against login endpoints using compromised password databases.

Account Takeover (ATO)

Protects user profile management, password resets, and high-value transactions.

Inventory Hoarding

Prevents checkout bots from depleting limited inventory or ticket allocations.

API Reverse Engineering

Identifies headless browser frameworks (Puppeteer, Playwright, Selenium) bypassing standard WAFs.

Mitigation Actions

Action	Execution Mechanism	Latency Impact
Allow	Forward request directly to backend origin server.	< 5 ms
Block	Return HTTP 403 Forbidden with security event reference ID.	0 ms to origin
Redirect	Return HTTP 302 redirecting client to verification or landing URL.	0 ms to origin
Custom Header Injection	Forward request to origin with X-F5-Bot-Score: <SCORE> header.	< 5 ms