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Suppose that once the system executes action a from state S n (line 17 in Algorithm 1), it observes that the generated requests have a partial match with the next expected traffic.
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After that, it shuts down the service (action a11) and executes actions a4 and a5.
Among the possible reasons, they suggested that the "interference between an observed and executed action manifests mostly during the early phase of action execution".
As we consider the close security requirement, then every executed action must be explicitly permitted.
Or even some local actions may be executed by the target system as a response to a remote executed action.
The executed action should exist in the aggregated network evidence and correspond to the one that immediately succeeds the last remote action executed in the first fragment.
The first, say ω1, which represents administratively shutting down the service, consists in executing action A1 only.
The second, say ω2, which represents a buffer overflow attack against the running service, consists in executing action A2 twice.
The second information, which is dgt, represents the digest of the packet sent to remotely execute action act.
Note that, if a1 and a2 were executed by the administrator, the latter would have executed action a9 to change the login session's owner as a root.
Its meaning is the expected cumulative return by executing action a in state s then following a serious of actions obeying the strategy π.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com