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Answer :

Based on the above, A port scan have her network sensors most likely detected.

What is this case about?

As a result of the different of connection made as shown, it is most likely due to port scan because the numbers of failed connections to a lot of services within a few seconds is similar for a port scan attempt.

Therefore, Based on the above, A port scan have her network sensors most likely detected.

See options below

A failed database connection from a server

A denial-of-service attack

A port scan

A misconfigured log source

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