4 Case Studies of Unsupervised Machine Learning (UML) for Real-time Fraud Prevention
Learn how DataVisor’s Unsupervised Machine Learning (UML) solution caught fraud attacks in real-time in 4 different industries and different types of fraud attacks.
Product Capabilities
Data Integration and Transformation
Data Integration and Transformation
Establish data quality early.
Accelerate fraud model development and increase accuracy by cleaning data efficiently and establishing data quality early. Once a user uploads their data and maps the fields, dCube automatically analyzes the data quality and flags potential issues allowing users to accelerate the data cleaning process.
Advanced Feature Engineering
Enhance detection with enriched features.
Benefit from an extensive library of the most sophisticated and advanced out-of-box fraud features tailored to specific fraud use cases. These features are created using attributes—such as device IDs, user agents, email addresses and more–to provide more powerful insights for advanced fraud detection.
Model Development and Validation
Build powerful models with full control and explainability.
Develop and compare machine learning models by using the user-friendly modeling platform. This gives users maximal ability to combine DataVisor’s domain expertise with their own; accepting recommendations where appropriate, customizing as needed, and refining over time.
Case Management and Knowledge Graph
Comprehend complex cases quickly. Manage your team expertly.
Boost review efficiency and make confident decisions with comprehensive case management. dCube makes it easy to investigate and understand complex cases quickly, uncovering sophisticated patterns with speed and efficiency.
Rapid and Flexible Integration
DataVisor provides flexible deployment options across public cloud, private cloud, and on-premise to meet the security requirements of any enterprise.
Rapid Detection for Fast-Evolving Fraud
Domain expertise informs every aspect of dCube. Defend your organization against even the most sophisticated attacks with the world’s most powerful fraud management solution.
Proprietary Fraud Features
Rich library of fraud features to deliver immediate results from deployed models.
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Improvement in Review Efficiency
Effectively handle fraud cases with advanced investigation capabilities.
