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Sync Fire Graph Generation

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Noah L. Schrick 2022-03-17 15:54:31 -05:00
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@ -54,7 +54,7 @@ The objectives of this thesis are:
\item{Allow for the creation of an infinite sized Attack Graph, assuming infinite storage} \item{Allow for the creation of an infinite sized Attack Graph, assuming infinite storage}
\item{Split Attack Graphs into subgraphs to simplify analysis of individual clusters} \item{Split Attack Graphs into subgraphs to simplify analysis of individual clusters}
\end{enumerate} \end{enumerate}
\item{Implement solutions to reduce state space explosion while remaining exhaustive and capturing all necessary information} \item{Implement solutions to reduce state space explosion for inseparable features while remaining exhaustive and capturing all necessary information}
\item{Extend RAGE to function for heterogeneous distributed computing environments} \item{Extend RAGE to function for heterogeneous distributed computing environments}
\item{Extend and utilize RAGE for compliance graph generation} \item{Extend and utilize RAGE for compliance graph generation}
\end{itemize} \end{itemize}

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@ -43,6 +43,8 @@ compound operator is inserted into the hash table values if it was not found, ra
for the hash table, so if the value was not found, the program would end execution. The assumption that this value can be inserted into the hash table is safe for the hash table, so if the value was not found, the program would end execution. The assumption that this value can be inserted into the hash table is safe
to make, since compound operators are conducted on numeric values, and matches the numeric type of the hash table. to make, since compound operators are conducted on numeric values, and matches the numeric type of the hash table.
Other changes involved updating classes (namely the Quality, EncodedQuality, ParameterizedQuality, NetworkState, and Keyvalue classes) to include a new member for the operator in question. Auxiliary functions related to this new member, such as prints and getters, were also added. In addition, preconditions were altered to include operator overloads to check the asset identifier, quality name, and quality values for the update process.
\TUsection{Color Coding} \TUsection{Color Coding}
As a visual aid for analysis purposes, color coding was another feature implemented as a postprocessing tool for RAGE. When viewing the output graph of RAGE, all states are As a visual aid for analysis purposes, color coding was another feature implemented as a postprocessing tool for RAGE. When viewing the output graph of RAGE, all states are
originally identical in appearance, apart from number of edges, edge IDs, and state IDs. To allow for visual differentiation, color coding can be enabled in the run script. originally identical in appearance, apart from number of edges, edge IDs, and state IDs. To allow for visual differentiation, color coding can be enabled in the run script.

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@ -65,10 +65,29 @@ exploit. Figure \ref{fig:bison-flex} illustrates the incorporation of this featu
\end{figure} \end{figure}
\TUsubsection{PostgreSQL} \TUsubsection{PostgreSQL}
As seen in Figure \ref{fig:bison-flex}, Bison and Flex feed into the Model Database. With the addition of a new group identifier and the group keyword, minor alterations were needed to ensure compatibility
with the PostgreSQL database. One adjustment was to alter the exploit table in the SQL schema to include new columns of type ``TEXT". The second adjustment was to update the SQL builder functions. This
included updating the related functions such as exploit creations, exploit parsing, database fetching, and SQL string builders to add additional room for the group identifier.
\TUsubsection{Compound Operators} \TUsubsection{Compound Operators}
While not strictly necessary, compound operators greatly simplify the exploit file creation process.For example, implementing time as a feature into the tool without compound operators would increase its difficulty substantially. For each time
interval, a separate exploit would need to be created, with time flags to indicate the current
time. If time was increased monthly for a year, 12 different exploits would need to
be created, with flags to ensure that time jumps did not occur. Updating qualities without
compound operators also relied on flags, and clever, but convoluted methods for incrementing
values. Instead, compound operators were implemented, and this addition was discussed in Section \ref{sec:compops}.
\TUsubsection{Graph Generation} \TUsubsection{Graph Generation}
The implementation of synchronous firing in the graph generation process relies on a map to hold the fired status of groups. Previously, each iteration of the applicable exploit vector loop generated a new state. With synchronous firing, all assets should be updating the same state, rather than each independently creating a new state. To implement this, each iteration of the applicable exploit vector checks if the element is in a group and if that group has fired. If the element is in a group, the group has not been fired, and all group members are ready to fire, then all group members will loop through an update process to alter the single converged state. Otherwise, the loop will either continue to the next iteration if group conditions are not met, or will create a single state if it is not in a group. Figure \ref{fig:sync-fire} displays the synchronous fire approach.
\begin{figure}[htp]
\centering
\includegraphics[scale=0.5]{"./Chapter4_img/Sync-Fire.png"}
\vspace{.2truein} \centerline{}
\caption{Synchronous Firing in the Graph Generation Process}
\label{fig:sync-fire}
\end{figure}
\TUsection{Example Networks and Results} \TUsection{Example Networks and Results}
\TUsubsection{Example Networks} \TUsubsection{Example Networks}

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\contentsline {subsection}{\numberline {6.2.1}\it Test Information}{26}{}% \contentsline {subsubsection}{Communication Structure}{28}{}%
\contentsline {subsection}{\numberline {6.2.2}\it Results}{26}{}% \contentsline {subsubsection}{Worker Nodes}{28}{}%
\contentsline {subsection}{\numberline {6.2.3}\it Analysis}{26}{}% \contentsline {subsubsection}{Root Node}{28}{}%
\contentsline {section}{\numberline {6.3}\bf Large Exploit Lists}{26}{}% \contentsline {subsubsection}{Database Node}{28}{}%
\contentsline {subsection}{\numberline {6.3.1}\it Test Information}{26}{}% \contentsline {subsection}{\numberline {5.4.3}\it Performance Expectations}{28}{}%
\contentsline {subsection}{\numberline {6.3.2}\it Results}{26}{}% \contentsline {chapter}{\numberline {CHAPTER 6: }{\bf \uppercase {PERFORMANCE ANALYSIS}}}{29}{}%
\contentsline {subsection}{\numberline {6.3.3}\it Analysis}{26}{}% \contentsline {section}{\numberline {6.1}\bf Small Networks}{29}{}%
\contentsline {section}{\numberline {6.4}\bf Distributed Hash Tables}{26}{}% \contentsline {subsection}{\numberline {6.1.1}\it Test Information}{29}{}%
\contentsline {subsection}{\numberline {6.4.1}\it Test Information}{27}{}% \contentsline {subsection}{\numberline {6.1.2}\it Results}{29}{}%
\contentsline {subsection}{\numberline {6.4.2}\it Results}{27}{}% \contentsline {subsection}{\numberline {6.1.3}\it Analysis}{29}{}%
\contentsline {subsection}{\numberline {6.4.3}\it Analysis}{27}{}% \contentsline {section}{\numberline {6.2}\bf Large Networks}{29}{}%
\contentsline {chapter}{\numberline {CHAPTER 7: }{\bf \uppercase {CONCLUSIONS AND FUTURE WORKS}}}{28}{}% \contentsline {subsection}{\numberline {6.2.1}\it Test Information}{29}{}%
\contentsline {section}{\numberline {7.1}\bf Future Work}{28}{}% \contentsline {subsection}{\numberline {6.2.2}\it Results}{29}{}%
\contentsline {subsection}{\numberline {6.2.3}\it Analysis}{29}{}%
\contentsline {section}{\numberline {6.3}\bf Large Exploit Lists}{29}{}%
\contentsline {subsection}{\numberline {6.3.1}\it Test Information}{29}{}%
\contentsline {subsection}{\numberline {6.3.2}\it Results}{29}{}%
\contentsline {subsection}{\numberline {6.3.3}\it Analysis}{29}{}%
\contentsline {section}{\numberline {6.4}\bf Distributed Hash Tables}{29}{}%
\contentsline {subsection}{\numberline {6.4.1}\it Test Information}{30}{}%
\contentsline {subsection}{\numberline {6.4.2}\it Results}{30}{}%
\contentsline {subsection}{\numberline {6.4.3}\it Analysis}{30}{}%
\contentsline {chapter}{\numberline {CHAPTER 7: }{\bf \uppercase {CONCLUSIONS AND FUTURE WORKS}}}{31}{}%
\contentsline {section}{\numberline {7.1}\bf Future Work}{31}{}%
{\hfill \ } {\hfill \ }
\contentsline {section}{\hspace {-\parindent }NOMENCLATURE}{29}{}% \contentsline {section}{\hspace {-\parindent }NOMENCLATURE}{32}{}%
\addvspace {10pt} \addvspace {10pt}
\contentsline {section}{\hspace {-\parindent }BIBLIOGRAPHY}{29}{}% \contentsline {section}{\hspace {-\parindent }BIBLIOGRAPHY}{32}{}%
{\hfill \ } {\hfill \ }
\contentsline {section}{\hspace {-\parindent }APPENDIX A:\ \ {\bf \uppercase {THE FIRST APPENDIX}} }{32}{}% \contentsline {section}{\hspace {-\parindent }APPENDIX A:\ \ {\bf \uppercase {THE FIRST APPENDIX}} }{35}{}%
\contentsline {section}{\hspace {-\parindent }APPENDIX B:\ \ {\bf \uppercase {THE SECOND APPENDIX}} }{33}{}% \contentsline {section}{\hspace {-\parindent }APPENDIX B:\ \ {\bf \uppercase {THE SECOND APPENDIX}} }{36}{}%
\contentsline {section}{\numberline {B.1}\bf A Heading in an Appendix}{33}{}% \contentsline {section}{\numberline {B.1}\bf A Heading in an Appendix}{36}{}%
\contentsline {subsection}{\numberline {B.1.1}\it A Subheading in an Appendix}{33}{}% \contentsline {subsection}{\numberline {B.1.1}\it A Subheading in an Appendix}{36}{}%
\contentsline {subsubsection}{A Sub-subsection in an Appendix}{33}{}% \contentsline {subsubsection}{A Sub-subsection in an Appendix}{36}{}%