From 5e016881d590cc52a0db234171216aaf2e4cdf73 Mon Sep 17 00:00:00 2001 From: mokaddem Date: Wed, 16 Dec 2020 11:52:49 +0100 Subject: [PATCH] chg: [data-model] Added data-model presentation --- a.11-misp-data-model/attack-screenshot.png | Bin 0 -> 150099 bytes a.11-misp-data-model/bankaccount.png | Bin 0 -> 54118 bytes a.11-misp-data-model/bankview.png | Bin 0 -> 117329 bytes a.11-misp-data-model/circl.png | Bin 0 -> 9727 bytes a.11-misp-data-model/content.tex | 477 ++++++++++++++++++ a.11-misp-data-model/creativity.png | Bin 0 -> 10824 bytes a.11-misp-data-model/dashboard-trendings.png | Bin 0 -> 366120 bytes a.11-misp-data-model/decaying-basescore.png | Bin 0 -> 121471 bytes a.11-misp-data-model/decaying-event.png | Bin 0 -> 159092 bytes a.11-misp-data-model/decaying-index.png | Bin 0 -> 99934 bytes a.11-misp-data-model/decaying-simulation.png | Bin 0 -> 151614 bytes a.11-misp-data-model/decaying-tool.png | Bin 0 -> 169949 bytes a.11-misp-data-model/en_cef.png | Bin 0 -> 12206 bytes a.11-misp-data-model/galaxy-ransomware.png | Bin 0 -> 23875 bytes a.11-misp-data-model/governance.png | Bin 0 -> 32144 bytes a.11-misp-data-model/object.png | Bin 0 -> 86911 bytes .../screenshots/Sightings1.PNG | Bin 0 -> 15137 bytes .../screenshots/Sightings2.PNG | Bin 0 -> 13959 bytes .../screenshots/attack-screenshot.png | Bin 0 -> 150099 bytes .../screenshots/bankaccount.png | Bin 0 -> 54118 bytes a.11-misp-data-model/screenshots/bankview.png | Bin 0 -> 117329 bytes .../screenshots/bhadra-matrix.png | Bin 0 -> 77893 bytes a.11-misp-data-model/screenshots/campaign.png | Bin 0 -> 140047 bytes .../screenshots/cluster-elements-json.png | Bin 0 -> 26675 bytes .../screenshots/cluster-elements-tab.png | Bin 0 -> 24644 bytes .../screenshots/cluster-view.png | Bin 0 -> 70376 bytes a.11-misp-data-model/screenshots/cluster.png | Bin 0 -> 93352 bytes .../screenshots/creativity.png | Bin 0 -> 15804 bytes .../screenshots/datamodel4.png | Bin 0 -> 5435 bytes .../screenshots/datamodel8.png | Bin 0 -> 23120 bytes .../screenshots/enrichment1.PNG | Bin 0 -> 13112 bytes .../screenshots/enrichment2.PNG | Bin 0 -> 22829 bytes .../screenshots/enrichment3.PNG | Bin 0 -> 24189 bytes .../screenshots/enrichment4.PNG | Bin 0 -> 25866 bytes .../screenshots/event-report.png | Bin 0 -> 183321 bytes .../screenshots/eventgraph.png | Bin 0 -> 102704 bytes .../screenshots/false-positive.png | Bin 0 -> 8203 bytes .../screenshots/freetext1.PNG | Bin 0 -> 26576 bytes a.11-misp-data-model/screenshots/freetxt2.PNG | Bin 0 -> 40571 bytes a.11-misp-data-model/screenshots/freetxt3.PNG | Bin 0 -> 25893 bytes a.11-misp-data-model/screenshots/galaxy.png | Bin 0 -> 90770 bytes .../screenshots/misp-distribution.png | Bin 0 -> 389393 bytes .../screenshots/normaltag.png | Bin 0 -> 31362 bytes .../screenshots/sg-example.png | Bin 0 -> 41138 bytes .../screenshots/sighting-n.png | Bin 0 -> 15111 bytes a.11-misp-data-model/screenshots/ui-event.png | Bin 0 -> 78350 bytes a.11-misp-data-model/sighting-n.png | Bin 0 -> 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the Context layer + \end{itemize} +\end{frame} + +\begin{frame} + \frametitle{Layers of data model} + \begin{itemize} + \item Data layer + \begin{itemize} + \item The raw data itself as well as element to link them together + \item Indicators, Observables and means to contextually link them + \item MISP terminology: Event, Attributes, misp-objects, ... + \end{itemize} + \vspace{1em} + \item Context layer + \begin{itemize} + \item As important as the data layer, allow triage, false-positive management, risk-assessment and prioritisation + \item Latches on the data layer, usually referencing threat intelligence, concepts, knowledge base and vocabularies + \item Tags, Taxonomies, Galaxies, ... + \end{itemize} + \end{itemize} +\end{frame} + +\section{Data sharing in MISP} +\begin{frame} + \frametitle{Sharing in MISP: Distribution} + MISP offers granulars distribution settings: + \begin{itemize} + \item \texttt{Organisation only} + \item \texttt{This community} + \item \texttt{Connected communities} + \item \texttt{All communities} + \item Distribution lists - aka \texttt{\bf Sharing groups} + \end{itemize} + \begin{center} + \includegraphics[scale=0.2]{screenshots/sg-example.png} + \end{center} + + At multiple levels: {\bf Events}, {\bf Attributes}, {\bf Objects} (and their {\bf Attributes}) and {\bf Galaxy-clusters} +\end{frame} + +\begin{frame} +\frametitle{Sharing in MISP: Distribution} + \begin{center} + \includegraphics[width=1.0\linewidth]{screenshots/misp-distribution.png} + \end{center} +\end{frame} + +\section{Data layer} +\begin{frame} + \frametitle{Data layer: Naming conventions} + \begin{itemize} + \item Data layer + \begin{itemize} + \item {\bf Events} are encapsulations for contextually linked information + \item {\bf Attributes} are individual data points, which can be indicators or supporting data. + \item {\bf Objects} are custom templated Attribute compositions + \item {\bf Object references} are the relationships between other building blocks + \item {\bf Shadow Attributes}/{\bf Proposal} are suggestions made by users to modify an existing {\it attribute} + \item {\bf Sightings} are a mean to convey that a data point has been seen + \item {\bf Event reports} are supporting data for analysis to describe {\it events}, {\it processes}, ect + \end{itemize} + \end{itemize} +\end{frame} + +\begin{frame}[fragile] + \frametitle{Data layer: Events} + {\bf Events} are encapsulations for contextually linked information + \begin{center} + \includegraphics[width=0.9\linewidth]{screenshots/ui-event.png} + \end{center} +\end{frame} + +\begin{frame}[fragile] + \frametitle{Data layer: Events} + \begin{lstlisting}[language=javascript,firstnumber=1] +{ + "date": "2019-02-20", + "info": "IoT malware - Gafgyt.Gen28 (active)", + "uuid": "5c6d21e5-bb60-47b7-b892-42e6950d2111", + "analysis": "2", + "timestamp": "1602315388", + "distribution": "3", + "sharing_group_id": "0", + "threat_level_id": "3", + "extends_uuid": "", + "Attribute": [...], + "Object": [...], + "EventReport": [...], + "Tag": [...], + "Galaxy": [...] +} +\end{lstlisting} +\end{frame} + +\begin{frame}[fragile] + \frametitle{Data layer: Attributes} + {\bf Attributes} are individual data points, indicators or supporting data + \begin{center} + \includegraphics[width=1.0\linewidth]{screenshots/enrichment4.png} + \end{center} +\end{frame} + +\begin{frame}[fragile] + \frametitle{Data layer: Attributes} + \begin{lstlisting}[language=javascript,firstnumber=1] +{ + "type": "url", + "category": "Network activity", + "to_ids": true, + "uuid": "5c6d24bd-d094-4dd6-a1b6-4fa3950d2111", + "event_id": "178", + "distribution": "5", + "sharing_group_id": "0", + "timestamp": "1550656701", + "comment": "Delivery point for the malware", + "object_id": "0", + "object_relation": null, + "first_seen": null, + "last_seen": null, + "value": "ftp://185.135.80.163/", + "Tag": [...] + "Galaxy": [...] +} +\end{lstlisting} +\end{frame} + +\begin{frame} + \frametitle{Data layer: MISP Objects} + {\bf Objects} are custom templated Attribute compositions + \begin{center} + \includegraphics[width=1.0\linewidth]{object.png} + \end{center} +\end{frame} + +\begin{frame}[fragile] + \frametitle{Data layer: MISP Objects} + \begin{lstlisting}[language=javascript,firstnumber=1] +{ + "name": "elf-section", + "meta-category": "file", + "description": "Object describing a sect...", + "template_uuid": "ca271f32-1234-4e87-b240-6b6e882de5de", + "template_version": "4", + "uuid": "ab5f0c85-5623-424c-bc03-d79841700d74", + "timestamp": "1550655984", + "distribution": "5", + "sharing_group_id": "0", + "comment": "", + "first_seen": null, + "last_seen": null, + "ObjectReference": [], + "Attribute": [...] +} +\end{lstlisting} +\end{frame} + +\begin{frame}[fragile] + \frametitle{Data layer: Object references} + {\bf Object references} are the relationships between other building blocks + \begin{center} + \includegraphics[width=1.0\linewidth]{screenshots/eventgraph.png} + \end{center} +\end{frame} + +\begin{frame}[fragile] + \frametitle{Data layer: Object references} + \begin{lstlisting}[language=javascript,firstnumber=1] +{ + "uuid": "5c6d21f9-0384-4bd2-b256-40de950d2111", + "timestamp": "1602318569", + "object_id": "1024", + "source_uuid": "23275e05-c202-460e-aadf-819c417fb326", + "referenced_uuid": "ab5f0c85-5623-424c-bc03-d79841700d74", + "referenced_type": "1", + "relationship_type": "included-in", + "comment": "Section 0 of ELF" +} +\end{lstlisting} +\end{frame} + +\begin{frame}[fragile] + \frametitle{Data layer: Sightings} + {\bf Sightings} are a mean to convey that a data point has been seen + \begin{center} + \includegraphics[width=1.0\linewidth]{screenshots/sighting-n.png} + \end{center} + \begin{lstlisting}[language=javascript,firstnumber=1] +{ + "org_id": "1", + "date_sighting": "1573722432", + "uuid": "5dcd1940-5de8-4462-93dd-12a2a5e38e14", + "source": "", + "type": "0", + "attribute_uuid": "5da97b59-9650-4be2-9443-2194a5e38e14" +} +\end{lstlisting} +\end{frame} + +\begin{frame}[fragile] + \frametitle{Data layer: Event reports} + {\bf Event reports} are supporting data for analysis to describe {\bf events}, {\bf processes}, ect + \begin{center} + \includegraphics[width=0.9\linewidth]{screenshots/event-report.png} + \end{center} +\end{frame} + +\begin{frame}[fragile] + \frametitle{Data layer: Event reports} + \begin{lstlisting}[language=javascript,firstnumber=1] +{ + "uuid": "076e240b-5a76-4a8b-9eab-cfff551993dd", + "event_id": "2127", + "name": "Event report (1607362986)", + "content": "...", + "distribution": "5", + "sharing_group_id": "0", + "timestamp": "1607362986" +} +\end{lstlisting} +\end{frame} + +\begin{frame} + \frametitle{Data layer: Combining data layer} + \begin{center} + \includegraphics[width=0.90\linewidth]{screenshots/datamodel4.png} + \end{center} +\end{frame} + +\section{Context layer} +\begin{frame} + \frametitle{Context layer: Naming conventions} + \begin{itemize} + \item Context layer + \begin{itemize} + \item {\bf Tags} are free-text labels attached to events/attributes and can come from {\bf Taxonomies} + \begin{itemize} + \item \texttt{Android Malware}, \texttt{C2}, ... + \end{itemize} + + \item {\bf Taxonomies} are a set of common classification allowing to express the same vocabulary among a distributed set of users and organisations + \begin{itemize} + \item \texttt{tlp:green}, \texttt{false-positive:risk="high"}, \texttt{admiralty-scale:information-credibility="2"} + \end{itemize} + \end{itemize} + \end{itemize} +\end{frame} + +\begin{frame} + \frametitle{Context layer: Naming conventions} + \begin{itemize} + \item Context layer + \begin{itemize} + \item {\bf Galaxies} are container copmosed of {\bf Galaxy-clusters} that belongs to the same family + \begin{itemize} + \item Similar to what {\bf Events} are to {\bf Attributes} + \item \texttt{Country}, \texttt{Threat actors}, \texttt{Botnet}, ... + \end{itemize} + + \item {\bf Galaxy-clusters} are knowledge base items coming from {\bf Galaxies}. + \begin{itemize} + \item Basically a taxonomy with additional meta-information + \item \texttt{misp-galaxy:threat-actor="APT 29"}, \texttt{misp-galaxy:country="luxembourg"} + \end{itemize} + \end{itemize} + \end{itemize} +\end{frame} + +\begin{frame}[fragile] + \frametitle{Context layer: Tags} + Simple free-text labels + \begin{center} + \includegraphics[scale=0.45]{screenshots/creativity.png} + \end{center} + \begin{lstlisting}[language=javascript,firstnumber=1] +{ + "name": "Android malware", + "colour": "#22681c", + "exportable": true, + "numerical_value": null, +} +\end{lstlisting} +\end{frame} + +\begin{frame} + \frametitle{Context layer: Taxonomies} + Simple label standardised on common set of vocabularies + \vspace{1em} + \begin{center} + \includegraphics[width=1.0\linewidth]{taxonomy-workflow.png} + \end{center} +\end{frame} + +\begin{frame}[fragile] + \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} diff --git a/a.11-misp-data-model/creativity.png b/a.11-misp-data-model/creativity.png new file mode 100644 index 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