So, my latest update is that:
Neither updating the BIOS to the latest version, neither updating the chipset drivers helped. I have my external SSD disconnected but the front port is still in use [ an USB ring light and I charge my Kindle in one of the ports of a USB hub ]. It didn't happen until this morning when I turned on my PC, after 5-10 minutes that I loaded in windows, I had the sudden disconnect and reconnect.
Sadly I didn't have any of the diagnostic programs turned on to check if I can find the reason.
I use Sysinternals Process Monitor to check on live events, Event Viewer which is limited to only results of issues and USBDeview to check on USB voltages.
The only thing that I can check atm if it stops the issue is to disconnect the front panel totally and uninstall all the latest windows updates again and make sure they don't reinstall in the background.
After these steps I have done most of the things possible for me.
If anyone has more information/tests done do not hesitate to post them here.
@Lorenzo
I don't know if you checked that the windows update itself with the latest packages or not before the issue happening. That would point another finger towards the latest updates but also, I just checked:
weirdly enough. I have 4 mouses and 4 keyboards. I should keep an eye open to see if my external audio interface disconnects too when the issue happens. I only have 1 instance of each audio interface in Device Manager.
L.E.: I've looked it up, as per the information that I found, multiple entries are usually okay, that is because of functionalities [macros] of keyboards/mouses that register as another device.