Using Behavioral identification to Separate Trusted and Risky Users Online
Separate Good and Bad Intent
Make Decisions, Take Actions
Identify Trusted Users
Protect Every Digital Touchpoint
What is Behavioral Identification and How Does it Improve Traditional Digital Identification Approaches?
Behavioral identification is the process of verifying a user’s identity based on their unique behavioral patterns—how they interact, transact, or navigate online. Unlike traditional fingerprinting methods that rely on static data, it uses behavior itself as the key identifier, even when users try to hide or change their identity. At Darwinium, this approach connects unrelated devices and accounts by detecting consistent behavioral traits.
Identify Fraudsters Hiding Behind Multiple Different Identities or Devices
Uncover Unusual or High-Risk Intent in Previously Trusted or Low-Risk Users
Identify Behaviors That Bypasses Traditional Device Fingerprinting Solutions
Benefits of Using Darwinium's Behavioural Identification
Recognize Returning Customers Without Friction
Detect Fraudsters Attempting to Mimic Human Behavior
Spot Bots, Account Takeovers, and Social Engineering Attacks
Build Trust and Streamline Customer Journeys
Key Features of Darwinium’s Behavioral Identification Capabilities
1. Visibility of User Behavior Across Complete Digital Journeys
Darwinium prioritizes the ability to see every interaction a user makes with your website across every customer journey, and every channel – web, mobile, API endpoints and logs.
The journey is a first-class construct to Darwinium
Journey-level visibility of user behavior is critical because it is the trusted user logging into their own account. Only their subsequent behaviors flag the potential risk.
Login
Pass, trusted and authenticated user
New Beneficiary
Challenge, beneficiary labelled on previous scam journey
Payment
Review, test payment, anomalous payment amount, journey hesitancy
2. Comprehensive View of Behavioral Data
Darwinium has developed a proprietary Behavioral Identity Graph that layers identity, network, device, location, behavioral biometrics and journey behaviors.
3. Darwinium Digital Signatures
Darwinium has developed proprietary digital signatures; similarity signatures that allow direct comparisons to be made between user behaviors, even in ambiguous contexts. Independent of traditional fixed identifiers of device recognition, or identity data.
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4. Native Behavioral Biometrics
Darwinium has in-built behavioral biometrics capabilities, available across the customer journey and on every field of a form input. This data can be used within features, rules and models to enhance risk decisions.
We Cover Every Touchpoint Across Web, API & Logs
Comprehensive deployment options cover your content delivery network (CDN), web, apps and APIs, removing pressure on IT resource and decoupling remediation from release cycles.
On the Edge
Dynamically adapt to new areas of attack and use cases without needing engineering effort, using content delivery network (CDN) infrastructure.
On Webpages
Designed for single-page applications and for core risk points. JavaScript tags, first-party profiling, blocker protection, no missing data.
On Mobile
Lightweight SDK for Android and iOS. Benefit from leveraging native profiling and consistency of decisioning controls between Web and Mobile.
API Endpoints
Protect integrity of API endpoints. Wildcarded monitoring of routes with sequence, discovery and parameter aware controls to detect abuse.