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Questions about AiProtection and DPI

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hello

I would like to know more about the functioning of Ai Protection and especially IPS.
I looked for more information but maybe not at the right place because i wasnt able to satisfy my curiosity :)

From what i understand, there is tools like Suricate wich inspects packets for malicous code, so they protect even IoT devices. This is what is the closest from pro solutions (?)
Ubiquity also includes a DPI beta tool but i didnt found how it works exactly.

And there is AiProtection...

Questions about AiProtection and DPI

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