update
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4 changed files with 169 additions and 288 deletions
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@ -610,7 +610,25 @@ series = {CoDS COMAD 2020}
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}
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@misc{sleep_states,
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title={Sleep States Description: },
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title={Sleep States Description},
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url={https://learn.microsoft.com/en-us/windows-hardware/drivers/kernel/system-sleeping-states},
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year={2023},
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}
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@misc{mitre_crypto,
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title={Mitre ATT\&CK - T1496 Resource Hijacking},
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url = {https://attack.mitre.org/versions/v13/techniques/T1496/},
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}
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@misc{mitre_botnet,
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title={Mitre ATT\&CK - T1583.005 Acquire Infrastructure: Botnet},
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url = {https://attack.mitre.org/versions/v13/techniques/T1583/005/},
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}
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@misc{mitre_prevent,
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title={Mitre ATT\&CK - T1562.001 Impair Defenses: Disable or Modify Tools},
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url = {https://attack.mitre.org/versions/v13/techniques/T1562/001/},
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}
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@misc{mitre_ransomware,
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title={Mitre ATT\&CK - T1486 Data Encrypted for Impact},
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url = {https://attack.mitre.org/versions/v13/techniques/T1486/},
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}
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DSD/qrs/images/2w_experiment.pdf
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DSD/qrs/images/2w_experiment.pdf
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@ -596,7 +596,7 @@ The scenario comprises 4 phases:
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|||
\begin{figure}
|
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\centering
|
||||
\includegraphics[width=0.49\textwidth]{images/2w_experiment.pdf}
|
||||
\caption{Overview of the scenario and rules for the Second case study.}
|
||||
\caption{Overview of the scenario and rules for the second case study.}
|
||||
\label{fig:2w_experiment}
|
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\end{figure}
|
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|
||||
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@ -622,25 +622,21 @@ The rules are formaly defined using the \gls{stl} syntax which is bespoke for de
|
|||
|
||||
\begin{table*}
|
||||
\centering
|
||||
\begin{tabular}{p{0.03\textwidth} | p{0.20\textwidth} | p{0.47\textwidth} | p{0.20\textwidth}}
|
||||
\begin{tabular}{p{0.03\textwidth} | p{0.25\textwidth} | p{0.37\textwidth} | p{0.25\textwidth}}
|
||||
Rule & Description & STL Formula & Threat\\
|
||||
\toprule
|
||||
1 & "SLEEP" state only & $R_1 := \square_{[0,1h]\cup [2h40,3h20]}(SLEEP=1)$ & Machine takeover, Botnet, Rogue Employee\\
|
||||
2 & Exactly one occurence of "REBOOT" & $R_2 := \lozenge(REBOOT_{[t]}=1) \cup (\neg \square_{[,2h40]}(REBOOT=1)$ & \gls{apt}, Backdoors\\
|
||||
3 & No "HIGH" state for more than 30s. & $R_3 := \square (HIGH_{[t_0]}=1 \rightarrow \lozenge_{[t_0,t_0+30s]}(HIGH_{[t]}=0))$ & CryptoMining Malware, Ransomware, BotNet\\
|
||||
4 & No "REBOOT" occurence. & $R_4 := \neg \square_{[1h,2h40]}(REBOOT_{[t]}=1)$ & Malware Installation\\
|
||||
1 & "SLEEP" state only & $R_1 := \square_{[0,1h]\cup [2h40,3h20]}(s[t]=0)$ & Machine takeover, Botnet\cite{mitre_botnet}, Rogue Employee\\
|
||||
2 & Exactly one occurence of "REBOOT" & $R_2 := \lozenge(s[t]=3) \cup (\neg \square_{[,2h40]}(s[t]=3)$ & \gls{apt}\cite{mitre_prevent}, Backdoors\\
|
||||
3 & No "HIGH" state for more than 30s. & $R_3 := \square (s[t_0]=2 \rightarrow \lozenge_{[t_0,t_0+30s]}(s[t]=2))$ & CryptoMining Malware \cite{mitre_crypto}, Ransomware\cite{mitre_ransomware}, BotNet\cite{mitre_botnet}\\
|
||||
4 & No "REBOOT" occurence. & $R_4 := \neg \square_{[1h,2h40]}(s[t]=3)$ & Malware Installation\\
|
||||
\bottomrule
|
||||
\end{tabular}
|
||||
\caption{Characteristics of the machines in the evaluation dataset.}
|
||||
\caption{Security rules applied to the detected states of the machine. $s[t]$ represent the label at time $t$.}
|
||||
\label{tab:rules}
|
||||
\end{table*}
|
||||
\agd{add MITRE references for each threat}
|
||||
\agd{fix stl formulas to use labels and not states name}
|
||||
|
||||
|
||||
|
||||
\subsection{Dataset}
|
||||
|
||||
\subsection{Results}
|
||||
|
||||
\section{Discussion}\label{sec:discussion}
|
||||
|
|
|
|||
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Reference in a new issue