Top 30 privacy preserving_ml tools
Discover the most powerful AI tools in this category with pricing, features, demo and use cases
SageMaker Clarify
ANALYTICS AI
75
SageMaker Clarify is an AWS service designed to help identify potential bias in machine learning mod...
Platforms
API
SDK
WEB
Domains
DATA ANALYTICSBUSINESSFINANCEHEALTHCARE+2
Use Cases
Detect and mitigate bias in training data and model predictions.Understand the factors contributing to specific model predictions using SHAP and LIME.Ensure fairness and transparency in AI systems for regulated industries.+1
Target Users
MACHINE LEARNING ENGINEERDATA SCIENTISTAI RESEARCHER+2
Modalities
TABULARTEXT
Integrations
API CONNECTORDATABASEOTHER
Pricing
PAID
Presidio
SECURITY AIAUTOMATION AI
65
Microsoft Presidio is an open-source Python library for detecting, identifying, and anonymizing sens...
Platforms
SDK
API
Domains
SECURITYDATA ANALYTICSBUSINESSLEGAL+2
Use Cases
Detect and anonymize Personally Identifiable Information (PII) in text data.Build custom data privacy pipelines for compliance and security.Identify and redact sensitive entities like names, addresses, and credit card numbers.+1
Target Users
SOFTWARE ENGINEERMACHINE LEARNING ENGINEERDATA SCIENTIST+2
Modalities
TEXT
Integrations
API CONNECTOROTHER
Pricing
FREE
OpenMined Custom AI Solutions
SECURITY AIOTHER
55
OpenMined provides a platform and tools for building, deploying, and managing custom AI solutions wi...
Platforms
WEB
API
SDK
OTHER
Domains
DEVELOPMENTBUSINESSRESEARCHSECURITY+1
Use Cases
Develop AI models without direct access to sensitive user dataImplement federated learning for collaborative model trainingEnsure compliance with data privacy regulations (e.g., GDPR, CCPA)
Target Users
DEVELOPERMACHINE LEARNING ENGINEERDATA SCIENTIST+2
Modalities
MULTIMODAL
Integrations
DATABASEAPI CONNECTOROTHER
Pricing
CUSTOM