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<blockquote data-quote="AndreiP" data-source="post: 830644" data-attributes="member: 79748">1) Yes2) Yes3) It sends aggregated stats from netflow, in order to construct and benchmark behaviour models in the cloud (here we do ML-based anomaly detection)4)&nbsp; &amp; 5) Yes, as a natural consequence of 36) Yes7) Admin can create roles (users) and attach devices to them. Then rules (content based, time based) can be applied either on roles or per-devices.8) Our most powerful engine to detect such dodgy connections is the ML anomaly detection (we also employ crowdsourcing looking at the same device behaviour in multiple deployments), but we do employ as well whitelisting and blacklisting (Avira URL Cloud)9) We analyze behaviour (netflow), and don&#039;t do MitM. This is why SafeThings is a fit solution for IoT devices; for files security on traditional devices we include Avira Prime.10) Will have to check with the tech team and come back to you.11) Yes, it&#039;s on the backlog with a good priority attached to it.12) Yes, we spent a good amount of time to do proper security and hardening. SSH is locked down.Thanks a lot for the time and feedback. Great pack. And yes, ads is something we&#039;re fighting against, as well as PUA (potentially unwanted apps). This device is good addition to our portfolio in that war.Thanks,Andrei</blockquote>

[QUOTE="AndreiP, post: 830644, member: 79748"] 1) Yes 2) Yes 3) It sends aggregated stats from netflow, in order to construct and benchmark behaviour models in the cloud (here we do ML-based anomaly detection) 4) & 5) Yes, as a natural consequence of 3 6) Yes 7) Admin can create roles (users) and attach devices to them. Then rules (content based, time based) can be applied either on roles or per-devices. 8) Our most powerful engine to detect such dodgy connections is the ML anomaly detection (we also employ crowdsourcing looking at the same device behaviour in multiple deployments), but we do employ as well whitelisting and blacklisting (Avira URL Cloud) 9) We analyze behaviour (netflow), and don't do MitM. This is why SafeThings is a fit solution for IoT devices; for files security on traditional devices we include Avira Prime. 10) Will have to check with the tech team and come back to you. 11) Yes, it's on the backlog with a good priority attached to it. 12) Yes, we spent a good amount of time to do proper security and hardening. SSH is locked down. Thanks a lot for the time and feedback. Great pack. And yes, ads is something we're fighting against, as well as PUA (potentially unwanted apps). This device is good addition to our portfolio in that war. Thanks, Andrei [/QUOTE]

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