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Review of Apheris that how best it is.
What do you like best about the product?
To train machine learning models across multiple data sources without having to move or share the underlying data is very Good.
What do you dislike about the product?
As are company is small it challenging to adopt the platform. The costs associated with implementing and running privacy-preserving technologies i high.
What problems is the product solving and how is that benefiting you?
Data Sharing without compromising the privacy of sensitive data.
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Safely collaborate on data analysis
What do you like best about the product?
Apheris I can deliver knowledge updates when needed without over-communicating about secrets. The anonymization features are strong and I do not see the potential of identifying anyone unless all the fields are filled.
What do you dislike about the product?
The framework was also somewhat generic on the right kind of granularity for data access controls. The current limitation however involves a certain level of inconvenience when setting up different permissions for different collaborators.
What problems is the product solving and how is that benefiting you?
Apheris solves a major pain point for my team: safely integrating the Blues system with other organizations’ data scientists. Hence, Apheris allows collaboration between people with environment integration while keeping sensitive information secure.
Apheris : Secure and Private ML data sharing and collaboration
What do you like best about the product?
Apherishas been praised for how easy it to use, how it can grow, and how safe it is. Overall it is the best platform for all the people/organisation that need to follow privacy laws.
What do you dislike about the product?
This platform not as popular as some other machine learning tool. This platform can be expensive for some people.
What problems is the product solving and how is that benefiting you?
Without sacrificing confidentiality or security, the platform facilitates ML data sharing and collaboration between businesses. This platform is also offers different tools for handling ML data.
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