chg: [data-model] Added data-model presentation
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% DO NOT COMPILE THIS FILE DIRECTLY!
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% This is included by the other .tex files.
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\begin{frame}[t,plain]
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\titlepage
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\end{frame}
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\begin{frame}
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\frametitle{Content of the presentation}
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\begin{itemize}
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\item Data sharing in MISP
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\item Data models for the Data layer
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\item Data models for the Context layer
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\end{itemize}
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\end{frame}
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\begin{frame}
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\frametitle{Layers of data model}
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\begin{itemize}
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\item Data layer
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\begin{itemize}
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\item The raw data itself as well as element to link them together
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\item Indicators, Observables and means to contextually link them
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\item MISP terminology: Event, Attributes, misp-objects, ...
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\end{itemize}
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\vspace{1em}
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\item Context layer
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\begin{itemize}
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\item As important as the data layer, allow triage, false-positive management, risk-assessment and prioritisation
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\item Latches on the data layer, usually referencing threat intelligence, concepts, knowledge base and vocabularies
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\item Tags, Taxonomies, Galaxies, ...
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\end{itemize}
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\end{itemize}
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\end{frame}
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\section{Data sharing in MISP}
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\begin{frame}
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\frametitle{Sharing in MISP: Distribution}
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MISP offers granulars distribution settings:
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\begin{itemize}
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\item \texttt{Organisation only}
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\item \texttt{This community}
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\item \texttt{Connected communities}
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\item \texttt{All communities}
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\item Distribution lists - aka \texttt{\bf Sharing groups}
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\end{itemize}
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\begin{center}
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\includegraphics[scale=0.2]{screenshots/sg-example.png}
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\end{center}
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At multiple levels: {\bf Events}, {\bf Attributes}, {\bf Objects} (and their {\bf Attributes}) and {\bf Galaxy-clusters}
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\end{frame}
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\begin{frame}
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\frametitle{Sharing in MISP: Distribution}
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\begin{center}
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\includegraphics[width=1.0\linewidth]{screenshots/misp-distribution.png}
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\end{center}
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\end{frame}
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\section{Data layer}
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\begin{frame}
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\frametitle{Data layer: Naming conventions}
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\begin{itemize}
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\item Data layer
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\begin{itemize}
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\item {\bf Events} are encapsulations for contextually linked information
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\item {\bf Attributes} are individual data points, which can be indicators or supporting data.
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\item {\bf Objects} are custom templated Attribute compositions
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\item {\bf Object references} are the relationships between other building blocks
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\item {\bf Shadow Attributes}/{\bf Proposal} are suggestions made by users to modify an existing {\it attribute}
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\item {\bf Sightings} are a mean to convey that a data point has been seen
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\item {\bf Event reports} are supporting data for analysis to describe {\it events}, {\it processes}, ect
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\end{itemize}
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\end{itemize}
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\end{frame}
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\begin{frame}[fragile]
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\frametitle{Data layer: Events}
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{\bf Events} are encapsulations for contextually linked information
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\begin{center}
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\includegraphics[width=0.9\linewidth]{screenshots/ui-event.png}
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\end{center}
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\end{frame}
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\begin{frame}[fragile]
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\frametitle{Data layer: Events}
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\begin{lstlisting}[language=javascript,firstnumber=1]
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{
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"date": "2019-02-20",
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"info": "IoT malware - Gafgyt.Gen28 (active)",
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"uuid": "5c6d21e5-bb60-47b7-b892-42e6950d2111",
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"analysis": "2",
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"timestamp": "1602315388",
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"distribution": "3",
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"sharing_group_id": "0",
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"threat_level_id": "3",
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"extends_uuid": "",
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"Attribute": [...],
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"Object": [...],
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"EventReport": [...],
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"Tag": [...],
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"Galaxy": [...]
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}
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\end{lstlisting}
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\end{frame}
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\begin{frame}[fragile]
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\frametitle{Data layer: Attributes}
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{\bf Attributes} are individual data points, indicators or supporting data
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\begin{center}
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\includegraphics[width=1.0\linewidth]{screenshots/enrichment4.png}
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\end{center}
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\end{frame}
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\begin{frame}[fragile]
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\frametitle{Data layer: Attributes}
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\begin{lstlisting}[language=javascript,firstnumber=1]
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{
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"type": "url",
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"category": "Network activity",
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"to_ids": true,
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"uuid": "5c6d24bd-d094-4dd6-a1b6-4fa3950d2111",
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"event_id": "178",
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"distribution": "5",
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"sharing_group_id": "0",
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"timestamp": "1550656701",
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"comment": "Delivery point for the malware",
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"object_id": "0",
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"object_relation": null,
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"first_seen": null,
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"last_seen": null,
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"value": "ftp://185.135.80.163/",
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"Tag": [...]
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"Galaxy": [...]
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}
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\end{lstlisting}
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\end{frame}
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\begin{frame}
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\frametitle{Data layer: MISP Objects}
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{\bf Objects} are custom templated Attribute compositions
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\begin{center}
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\includegraphics[width=1.0\linewidth]{object.png}
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\end{center}
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\end{frame}
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\begin{frame}[fragile]
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\frametitle{Data layer: MISP Objects}
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\begin{lstlisting}[language=javascript,firstnumber=1]
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{
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"name": "elf-section",
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"meta-category": "file",
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"description": "Object describing a sect...",
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"template_uuid": "ca271f32-1234-4e87-b240-6b6e882de5de",
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"template_version": "4",
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"uuid": "ab5f0c85-5623-424c-bc03-d79841700d74",
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"timestamp": "1550655984",
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"distribution": "5",
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"sharing_group_id": "0",
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"comment": "",
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"first_seen": null,
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"last_seen": null,
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"ObjectReference": [],
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"Attribute": [...]
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}
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\end{lstlisting}
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\end{frame}
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\begin{frame}[fragile]
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\frametitle{Data layer: Object references}
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{\bf Object references} are the relationships between other building blocks
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\begin{center}
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\includegraphics[width=1.0\linewidth]{screenshots/eventgraph.png}
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\end{center}
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\end{frame}
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\begin{frame}[fragile]
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\frametitle{Data layer: Object references}
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\begin{lstlisting}[language=javascript,firstnumber=1]
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{
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"uuid": "5c6d21f9-0384-4bd2-b256-40de950d2111",
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||||||
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"timestamp": "1602318569",
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"object_id": "1024",
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"source_uuid": "23275e05-c202-460e-aadf-819c417fb326",
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"referenced_uuid": "ab5f0c85-5623-424c-bc03-d79841700d74",
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"referenced_type": "1",
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"relationship_type": "included-in",
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"comment": "Section 0 of ELF"
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}
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\end{lstlisting}
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\end{frame}
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\begin{frame}[fragile]
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\frametitle{Data layer: Sightings}
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{\bf Sightings} are a mean to convey that a data point has been seen
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\begin{center}
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\includegraphics[width=1.0\linewidth]{screenshots/sighting-n.png}
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\end{center}
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\begin{lstlisting}[language=javascript,firstnumber=1]
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{
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"org_id": "1",
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"date_sighting": "1573722432",
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"uuid": "5dcd1940-5de8-4462-93dd-12a2a5e38e14",
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||||||
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"source": "",
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||||||
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"type": "0",
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||||||
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"attribute_uuid": "5da97b59-9650-4be2-9443-2194a5e38e14"
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}
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\end{lstlisting}
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\end{frame}
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\begin{frame}[fragile]
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\frametitle{Data layer: Event reports}
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{\bf Event reports} are supporting data for analysis to describe {\bf events}, {\bf processes}, ect
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\begin{center}
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\includegraphics[width=0.9\linewidth]{screenshots/event-report.png}
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\end{center}
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\end{frame}
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\begin{frame}[fragile]
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\frametitle{Data layer: Event reports}
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\begin{lstlisting}[language=javascript,firstnumber=1]
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{
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||||||
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"uuid": "076e240b-5a76-4a8b-9eab-cfff551993dd",
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"event_id": "2127",
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"name": "Event report (1607362986)",
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"content": "...",
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"distribution": "5",
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"sharing_group_id": "0",
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"timestamp": "1607362986"
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}
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\end{lstlisting}
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\end{frame}
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\begin{frame}
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\frametitle{Data layer: Combining data layer}
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\begin{center}
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\includegraphics[width=0.90\linewidth]{screenshots/datamodel4.png}
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\end{center}
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\end{frame}
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\section{Context layer}
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\begin{frame}
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\frametitle{Context layer: Naming conventions}
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\begin{itemize}
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\item Context layer
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\begin{itemize}
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\item {\bf Tags} are free-text labels attached to events/attributes and can come from {\bf Taxonomies}
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\begin{itemize}
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\item \texttt{Android Malware}, \texttt{C2}, ...
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\end{itemize}
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\item {\bf Taxonomies} are a set of common classification allowing to express the same vocabulary among a distributed set of users and organisations
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\begin{itemize}
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\item \texttt{tlp:green}, \texttt{false-positive:risk="high"}, \texttt{admiralty-scale:information-credibility="2"}
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\end{itemize}
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\end{itemize}
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\end{itemize}
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\end{frame}
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\begin{frame}
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\frametitle{Context layer: Naming conventions}
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\begin{itemize}
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\item Context layer
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\begin{itemize}
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\item {\bf Galaxies} are container copmosed of {\bf Galaxy-clusters} that belongs to the same family
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\begin{itemize}
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\item Similar to what {\bf Events} are to {\bf Attributes}
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\item \texttt{Country}, \texttt{Threat actors}, \texttt{Botnet}, ...
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\end{itemize}
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\item {\bf Galaxy-clusters} are knowledge base items coming from {\bf Galaxies}.
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\begin{itemize}
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\item Basically a taxonomy with additional meta-information
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\item \texttt{misp-galaxy:threat-actor="APT 29"}, \texttt{misp-galaxy:country="luxembourg"}
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\end{itemize}
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\end{itemize}
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\end{itemize}
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\end{frame}
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\begin{frame}[fragile]
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\frametitle{Context layer: Tags}
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Simple free-text labels
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\begin{center}
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\includegraphics[scale=0.45]{screenshots/creativity.png}
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\end{center}
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\begin{lstlisting}[language=javascript,firstnumber=1]
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|
{
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"name": "Android malware",
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"colour": "#22681c",
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"exportable": true,
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"numerical_value": null,
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}
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\end{lstlisting}
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\end{frame}
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\begin{frame}
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\frametitle{Context layer: Taxonomies}
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Simple label standardised on common set of vocabularies
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\vspace{1em}
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\begin{center}
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||||||
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\includegraphics[width=1.0\linewidth]{taxonomy-workflow.png}
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||||||
|
\end{center}
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||||||
|
\end{frame}
|
||||||
|
|
||||||
|
\begin{frame}[fragile]
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||||||
|
\frametitle{Context layer: Taxonomies}
|
||||||
|
\begin{lstlisting}[language=javascript,firstnumber=1]
|
||||||
|
{
|
||||||
|
"Taxonomy": {
|
||||||
|
"namespace": "admiralty-scale",
|
||||||
|
"description": "The Admiralty Scale or Ranking (also called the NATO System)...",
|
||||||
|
"version": "6",
|
||||||
|
"exclusive": false,
|
||||||
|
},
|
||||||
|
"entries": [
|
||||||
|
{
|
||||||
|
"tag": "admiralty-scale:information-credibility=\"1\"",
|
||||||
|
"expanded": "Information Credibility: Confirmed by other sources",
|
||||||
|
"numerical_value": 100,
|
||||||
|
"exclusive_predicate": true,
|
||||||
|
},
|
||||||
|
...
|
||||||
|
]
|
||||||
|
}
|
||||||
|
\end{lstlisting}
|
||||||
|
\end{frame}
|
||||||
|
|
||||||
|
\begin{frame}
|
||||||
|
\frametitle{Context layer: Galaxies}
|
||||||
|
Collections of {\bf galaxy clusters}
|
||||||
|
\begin{center}
|
||||||
|
\includegraphics[width=1.0\linewidth]{screenshots/galaxy.png}
|
||||||
|
\end{center}
|
||||||
|
\end{frame}
|
||||||
|
|
||||||
|
\begin{frame}
|
||||||
|
\frametitle{Context layer: Galaxy clusters}
|
||||||
|
Kownledge base item including description, links, synonyms, meta-informations and relationships
|
||||||
|
\begin{center}
|
||||||
|
\includegraphics[width=0.9\linewidth]{screenshots/cluster-view.png}
|
||||||
|
\end{center}
|
||||||
|
\end{frame}
|
||||||
|
\begin{frame}
|
||||||
|
\frametitle{Context layer: Galaxy clusters}
|
||||||
|
{\bf Galaxy cluster elements}: Tabular view
|
||||||
|
\begin{center}
|
||||||
|
\includegraphics[width=1.0\linewidth]{screenshots/cluster-elements-tab.png}
|
||||||
|
\end{center}
|
||||||
|
\vspace{1em}
|
||||||
|
{\bf Galaxy cluster elements}: JSON view
|
||||||
|
\begin{center}
|
||||||
|
\includegraphics[width=1.0\linewidth]{screenshots/cluster-elements-json.png}
|
||||||
|
\end{center}
|
||||||
|
\end{frame}
|
||||||
|
|
||||||
|
\begin{frame}[fragile]
|
||||||
|
\frametitle{Context layer: Galaxy clusters}
|
||||||
|
\begin{lstlisting}[language=javascript,firstnumber=1]
|
||||||
|
{
|
||||||
|
"uuid": "5eda0a53-1d98-4d01-ae06-40da0a00020f",
|
||||||
|
"type": "fellowship-characters",
|
||||||
|
"value": "Aragorn wielding Anduril",
|
||||||
|
"tag_name": "misp-galaxy:fellowship-characters=\"c3fe907a-6a36-4cd1-9456-dcdf35c3f907\"",
|
||||||
|
"description": "The Aragorn character wielding Anduril",
|
||||||
|
"source": "Middle-earth universe by J. R. R. Tolkien",
|
||||||
|
"authors": null,
|
||||||
|
"version": "1591347795",
|
||||||
|
"distribution": "0",
|
||||||
|
"sharing_group_id": null,
|
||||||
|
"default": false,
|
||||||
|
"extends_uuid": "5eda0117-1e14-4b0a-9e26-34aff331dc3b",
|
||||||
|
"extends_version": "1591345431",
|
||||||
|
"GalaxyElement": [...],
|
||||||
|
"GalaxyClusterRelation": [...]
|
||||||
|
}
|
||||||
|
\end{lstlisting}
|
||||||
|
\end{frame}
|
||||||
|
|
||||||
|
|
||||||
|
\begin{frame}
|
||||||
|
\frametitle{Context layer: Galaxies \& Galaxy clusters}
|
||||||
|
\begin{itemize}
|
||||||
|
\item MISP integrates MITRE's Adversarial Tactics, Techniques, and Common Knowledge (ATT\&CK) and similar {\bf Galaxy Matrix}
|
||||||
|
\item MISP terminology of these matrixes: {\bf Galaxy Matrix}
|
||||||
|
\end{itemize}
|
||||||
|
\includegraphics[scale=0.2]{screenshots/attack-screenshot.png}
|
||||||
|
\end{frame}
|
||||||
|
|
||||||
|
\begin{frame}[fragile]
|
||||||
|
\frametitle{Galaxy JSON matrix-like}
|
||||||
|
\begin{adjustbox}{keepaspectratio}
|
||||||
|
%\lstset{emph={kill_chain_order},emphstyle=\textbf}
|
||||||
|
\begin{lstlisting}[language=javascript,firstnumber=1,escapechar=@]
|
||||||
|
{
|
||||||
|
"description": "Universal Development and Security Guidelines as Applicable to Election Technology.",
|
||||||
|
"icon": "map",
|
||||||
|
@\textbf{\color{red}"kill\_chain\_order": \{}@ @\textbf{\color{black}\textbackslash\textbackslash Tab in the matrix}@
|
||||||
|
@\textbf{\color{red}"example-of-threats": [}@ @\textbf{\color{black}\textbackslash\textbackslash Column in the matrix}@
|
||||||
|
@\textbf{\color{red}"setup | party/candidate-registration",}@
|
||||||
|
@\textbf{\color{red}"setup | electoral-rolls",}@
|
||||||
|
@\textbf{\color{red}"campaign | campaign-IT",}@
|
||||||
|
@\textbf{\color{red}"all-phases | governement-IT",}@
|
||||||
|
@\textbf{\color{red}"voting | election-technology",}@
|
||||||
|
@\textbf{\color{red}"campaign/public-communication | media/press"}@
|
||||||
|
@\textbf{\color{red}]}@
|
||||||
|
@\textbf{\color{red}\},}@
|
||||||
|
"name": "Election guidelines",
|
||||||
|
"namespace": "misp",
|
||||||
|
"type": "guidelines",
|
||||||
|
"uuid": "c1dc03b2-89b3-42a5-9d41-782ef726435a",
|
||||||
|
"version": 1
|
||||||
|
}
|
||||||
|
\end{lstlisting}
|
||||||
|
\end{adjustbox}
|
||||||
|
\end{frame}
|
||||||
|
|
||||||
|
\begin{frame}[fragile]
|
||||||
|
\frametitle{Cluster JSON matrix-like}
|
||||||
|
\begin{adjustbox}{keepaspectratio}
|
||||||
|
\begin{lstlisting}[language=javascript,firstnumber=1,escapechar=@]
|
||||||
|
{
|
||||||
|
"description": "DoS or overload of party/campaign registration, causing them to miss the deadline",
|
||||||
|
"meta": {
|
||||||
|
"date": "March 2018.",
|
||||||
|
@\textbf{\color{red}"kill\_chain": [}@ @\textbf{\color{black}\textbackslash\textbackslash Define in which column the cluster should be placed}@
|
||||||
|
@\textbf{\color{red} "example-of-threats:setup | party/candidate-registration"}@
|
||||||
|
@\textbf{\color{red}],}@
|
||||||
|
"refs": [
|
||||||
|
"https://www.ria.ee/sites/default/files/content-editors/kuberturve/cyber_security_of_election_technology.pdf"
|
||||||
|
]
|
||||||
|
},
|
||||||
|
"uuid": "154c6186-a007-4460-a029-ea23163448fe",
|
||||||
|
"value": "DoS or overload of party/campaign registration, causing them to miss the deadline"
|
||||||
|
}
|
||||||
|
\end{lstlisting}
|
||||||
|
\end{adjustbox}
|
||||||
|
\end{frame}
|
||||||
|
|
||||||
|
|
||||||
|
\begin{frame}[fragile]
|
||||||
|
\frametitle{Expressing relation between clusters}
|
||||||
|
\begin{itemize}
|
||||||
|
\item Cluster can be related to one or more clusters using default relationships from MISP objects and a list of tags to classify the relation.
|
||||||
|
\end{itemize}
|
||||||
|
|
||||||
|
\begin{lstlisting}[language=javascript,firstnumber=1]
|
||||||
|
"related": [
|
||||||
|
{
|
||||||
|
"dest-uuid": "5ce5392a-3a6c-4e07-9df3-9b6a9159ac45",
|
||||||
|
"tags": [
|
||||||
|
"estimative-language:likelihood-probability=\"likely\""
|
||||||
|
],
|
||||||
|
"type": "similar"
|
||||||
|
}
|
||||||
|
],
|
||||||
|
"uuid": "0ca45163-e223-4167-b1af-f088ed14a93d",
|
||||||
|
"value": "Putter Panda"
|
||||||
|
\end{lstlisting}
|
||||||
|
\end{frame}
|
||||||
|
|
||||||
|
\begin{frame}
|
||||||
|
\frametitle{Both layers: Combining everything}
|
||||||
|
\begin{center}
|
||||||
|
\includegraphics[width=0.75\linewidth]{screenshots/datamodel8.png}
|
||||||
|
\end{center}
|
||||||
|
\end{frame}
|
||||||
|
|
||||||
|
\begin{frame}
|
||||||
|
\frametitle{Acknowledgements}
|
||||||
|
\begin{itemize}
|
||||||
|
\item Supported by the grant \texttt{2018-LU-IA-0148}
|
||||||
|
\end{itemize}
|
||||||
|
\begin{center}
|
||||||
|
\includegraphics[scale=0.7]{en_cef.png}
|
||||||
|
\end{center}
|
||||||
|
\end{frame}
|
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|
@ -0,0 +1,48 @@
|
||||||
|
\documentclass{beamer}
|
||||||
|
\usetheme[numbering=progressbar]{focus}
|
||||||
|
\definecolor{main}{RGB}{47, 161, 219}
|
||||||
|
\definecolor{textcolor}{RGB}{128, 128, 128}
|
||||||
|
\definecolor{background}{RGB}{240, 247, 255}
|
||||||
|
|
||||||
|
\usepackage[utf8]{inputenc}
|
||||||
|
\usepackage{tikz}
|
||||||
|
\usepackage{listings}
|
||||||
|
\usepackage{adjustbox}
|
||||||
|
\usetikzlibrary{positioning}
|
||||||
|
\usetikzlibrary{shapes,arrows}
|
||||||
|
|
||||||
|
\lstdefinelanguage{javascript}{
|
||||||
|
basicstyle=\scriptsize,
|
||||||
|
numbers=left,
|
||||||
|
numberstyle=\scriptsize,
|
||||||
|
stepnumber=1,
|
||||||
|
numbersep=5pt,
|
||||||
|
showstringspaces=false,
|
||||||
|
breaklines=true,
|
||||||
|
frame=lines,
|
||||||
|
keywords={typeof, new, true, false, catch, function, return, null, catch, switch, var, if, in, while, do, else, case, break},
|
||||||
|
%keywordstyle=\color{blue}\bfseries,
|
||||||
|
ndkeywords={class, export, boolean, throw, implements, import, this},
|
||||||
|
ndkeywordstyle=\color{darkgray}\bfseries,
|
||||||
|
identifierstyle=\color{black},
|
||||||
|
sensitive=false,
|
||||||
|
comment=[l]{//},
|
||||||
|
morecomment=[s]{/*}{*/},
|
||||||
|
commentstyle=\color{purple}\ttfamily,
|
||||||
|
%stringstyle=\color{red}\ttfamily,
|
||||||
|
morestring=[b]',
|
||||||
|
morestring=[b]"
|
||||||
|
}
|
||||||
|
|
||||||
|
\title{An Introduction to Cybersecurity Information Sharing}
|
||||||
|
\subtitle{MISP - Threat Sharing}
|
||||||
|
\author{\small{\input{../includes/authors.txt}}}
|
||||||
|
\date{\input{../includes/location.txt}}
|
||||||
|
\titlegraphic{\includegraphics[scale=0.85]{misp.pdf}}
|
||||||
|
\institute{MISP Project \\ \url{https://www.misp-project.org/}}
|
||||||
|
|
||||||
|
|
||||||
|
\begin{document}
|
||||||
|
\include{content}
|
||||||
|
\end{document}
|
||||||
|
|
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