Privacy AI Service Platform Moirae
Moirae is a privacy AI service platform that serves as a decentralized AI “cloud” platform aimed at providing developers with a one-stop AI development platform. It is also an open AI marketplace that offers users secure and trustworthy AI model services. This platform ensures the security and privacy of user data during training and inference processes through privacy computing technology. The main features and advantages of the Moirae platform are as follows:
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Privacy protection: The Moirae platform adopts privacy computing technologies such as homomorphic encryption and federated learning to ensure the security and privacy of user data during training and inference processes. User data does not leave their own data domain, but is processed locally or in a trusted execution environment, avoiding the risk of data leakage. The platform attaches great importance to the privacy protection of user data and adopts advanced privacy computing technology to ensure the security and privacy of user data during training and inference processes. Developers can share and reuse models without leaking data.
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One stop AI development platform: Moirae provides developers with a one-stop AI development platform, covering the entire process from data preprocessing, model training, model evaluation to model deployment. Developers can easily create and deploy models through a graphical interface without delving into the underlying technical details. In addition, the platform also provides automated modeling tools that can help developers automatically tune model parameters and improve model performance.
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Manage full cycle AI workflow: The Moirae platform supports full cycle AI workflow management, including project creation, team member management, model version control, model monitoring, and performance analysis. Developers can view the real-time training progress and performance indicators of the model through the platform, ensuring the smooth progress of model development and deployment.
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Trusted Execution Environment: The Moirae platform supports Trusted Execution Environment (TEE) technology, which can provide a secure execution environment for AI models. TEE technology can ensure the security of models and data, while supporting the training and prediction of AI models with different frameworks and large-scale models.
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Model sharing and collaboration: The Moirae platform supports model sharing and collaboration, allowing multiple users or institutions to share and reuse AI models while maintaining data privacy. This helps to reduce the cost of model development and deployment, and improve the utilization and efficiency of the model. The platform is also an open artificial intelligence market where developers can find various training datasets for model training and optimization. In addition, developers can also publish their own models on the market to compete and collaborate with other artificial intelligence models. This helps promote innovation and communication in the field of artificial intelligence.
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Model interaction and paying users: On the Moirae platform, developers can interact with other artificial intelligence models and paying users. For example, developers can integrate their own models with other models to achieve more complex functionality. Meanwhile, paying users can use high-quality models on the platform to improve their business efficiency. The platform also provides a revenue sharing mechanism for developers, encouraging them to actively participate in market competition.
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Cross industry application: The Moirae platform provides a variety of AI model services, including computer vision, natural language processing, speech recognition, etc., which can be applied to multiple industries such as finance, healthcare, education, and retail. Users can choose suitable model services based on their own needs and integrate them into their business processes.
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Flexible deployment methods: The Moirae platform supports flexible deployment methods, which can be chosen to be deployed in the cloud, at the edge, or on premises. Users can choose the most suitable deployment method based on their business needs and technical conditions.
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Service quality and reliability: The Moirae platform provides high-quality and reliable AI model services. The platform will conduct rigorous testing and validation of AI models to ensure their accuracy and stability. At the same time, the platform will also provide comprehensive after-sales service and technical support to ensure users’ user experience.