Behavioral Identification

Using Behavioral identification to Separate Trusted and Risky Users Online

Separate Good and Bad Intent

Separate Good and Bad Intent

Make Decisions, Take Actions

Make Decisions, Take Actions

Identify Trusted Users

Identify Trusted Users

Protect Every Digital Touchpoint

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

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

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

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

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.

Darwinium Touchpoints

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.

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