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Why Choose This Product

Provide trusted evaluation and enhancement services for decision-making models for AI R&D and application institutions. The product covers models including images, videos, audio, text, electromagnetic and more than ten modalities, as well as dozens of different scenarios under each modality, building an overall system including hundreds of evaluation and enhancement algorithms, effectively overcoming the limitations of models that only rely on precision, recall, F1 and other limited sample test sets to evaluate models, effectively reducing manual intervention and improving model evaluation efficiency.

Model Security Evaluation
Model Capability Enhancement
Self-developed Attack and Defense Methods
Model Performance Comparison
New Metric Testing
Model Interpretability Analysis

Business Process

业务流程

Special Features

Systematic Security Evaluation

Starting from three major detection dimensions, conduct full-cycle, fine-grained risk detection for machine learning algorithms

Contains AI algorithm vulnerability testing capabilities
Detect model privacy through member inference attacks and model theft attacks
Contains fairness evaluation indicators for career, gender, race, age and other attributes

Visualized and Interpretable Display

Visualize comprehensive model risk assessment results and demonstrate model decision logic through interpretable technology

Contains fine-grained multi-level structural analysis capabilities
Achieve comprehensive analysis from overall structure to neuron behavior
Cover all modalities and all task types
Support visualization in both black-box and white-box scenarios

Self-developed Attack and Defense Methods

Provide simulated attack defense processes, including attack and defense simulations containing adversarial attacks and natural transformations

Built-in hundreds of attack and defense methods covering full model performance
Customize attack and defense method parameters and support comparative verification before and after method tuning

Why Choose Gentel.AI?

Cutting-edge Risk System Research

Cutting-edge Risk System Research

Based on the latest research results, the system has built a comprehensive risk system to ensure timely identification and response to various emerging risks faced by AI models.

Rich Built-in Adaptation Resources

Rich Built-in Adaptation Resources

The system has built-in rich adaptation resources, including various industry standards and best practices, and can quickly adapt to the professional needs of different industry fields.

Custom Industry Attribute Standards

Custom Industry Attribute Standards

Support customizing industry attribute standards according to customers' specific needs, ensuring the relevance of evaluation indicators to customer business, thereby improving the accuracy of risk detection.

Expert Consulting Services

Expert Consulting Services

The system provides expert consulting services to help customers deeply understand risk assessment results and formulate corresponding risk governance strategies, ensuring customers get a good user experience.