SecurePlus

Additional features

Secure Data Collaboration

Allows for more secure and efficient open data flows.

Privacy Protection

Protects data privacy while enabling collaboration.

Duality Assistant

Provides intelligent, privacy-preserving AI partners to guide research, extract insights, and generate reports securely.

Duality Query

Runs high-performance SQL-like encrypted queries for privacy-preserving insights.

Duality Centralized AI

Executes any model on any data within a Trusted Execution Environment (TEE) while protecting assets.

Duality Federated AI

Facilitates secure federated learning and analytics collaboration on dispatched data located anywhere.

Cryptographic Methodologies

Leverages advanced cryptographic techniques to enhance Privacy Enhancing Technologies (PETs).

Secure Insight Sharing

Performs privacy-preserving queries on decentralized data sets.

Fully Homomorphic Encryption (FHE)

Utilizes leading open-source FHE to enable computation on encrypted data without decryption.

Multi-Party Collaboration

Empowers multiple parties to collaborate and gain insights while keeping sensitive data protected.

Existing System Integration

Seamlessly integrates with existing systems for quick and scalable project setup.

Model Training and Inference

Supports secure model training and inference on encrypted data or models.

Descriptive Statistics

Allows execution of descriptive statistics on encrypted data.

SQL-like Queries

Enables running SQL-like queries on encrypted data.

Flexible Privacy Controls

Provides granular access levels and data-sharing permissions for collaboration partners.

Data Leakage Risk Reduction

Built-in controls to reduce the risk of data leakage.

Compliance with Data Privacy Laws

Ensures data practices adhere to stringent data privacy regulations.

Data Management Capabilities

Includes schema alignment, data transformation, feature engineering, normalization, and fuzzy matching.

Data Protection

Ensures first-party data and sensitive information are protected with built-in tools.

Pre-processing for Multi-party Collaboration

Tools for preparing data for secure multi-party collaboration.

Compliance with New Privacy Regulations

Helps organizations meet evolving privacy compliance needs.

Collaboration Management & Governance

Offers easy setup for collaboration networks with full control and governance over data and models.

Multiple Privacy Enhancing Technologies (PETs)

Harnesses Homomorphic Encryption (HE), Differential Privacy (DP), Multiparty Computation (MPC), Federated Learning (FL), and Trusted Execution Environments (TEE).

Enterprise-Grade Performance and Scalability

Designed for rapid insights on real-world data.

Easy Deployment and Integration

Achieved via Duality SDK, REST API, and integration with leading data warehouses and silos.

End-to-End Control

Provides complete support for the data science lifecycle, from data ingestion to analysis.

Exploratory Data Analysis (EDA) Support

Aids in initial data exploration within the secure environment.

Data Preparation

Tools for pre-processing and preparing data for analysis.