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