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diff --git a/20220615-NATO-MUG-UPDATE/content.tex b/20220615-NATO-MUG-UPDATE/content.tex
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+% DO NOT COMPILE THIS FILE DIRECTLY!
+% This is included by the other .tex files.
+
+\begin{frame}
+\titlepage
+\end{frame}
+
+\begin{frame}
+  \frametitle{The aim of this presentation}
+  \begin{itemize}
+     \item A small update on the state of MISP's ongoing development
+     \item Some highlights of the changes that were introduced
+     \item Upcoming changes
+     \item Cerebrate update
+     \item Workflows
+  \end{itemize}
+\end{frame}
+
+\begin{frame}
+  \frametitle{MISP's evolution since the last MUG}
+  \begin{itemize}
+    \item Since the last MUG (18/11/2021) we've had:
+    \begin{itemize}
+        \item 9 releases
+        \item 1775 commits
+        \item 74 contributors contributing to the core software and its components
+    \end{itemize}
+  \end{itemize}
+\end{frame}
+
+\begin{frame}
+  \frametitle{Main focus was securing our data and tooling}
+  \begin{itemize}
+      \item Current {\bf geo-political situation} lead to new challenges
+      \item It has been an interesting time period with quite some activity
+      \item Our goal was to {\bf shore up the security} aspects of MISP and Cerebrate
+      \item Build new functionalities and tools to allow users to {\bf protect their data}
+  \end{itemize}
+\end{frame}
+
+\begin{frame}
+  \frametitle{Sharing group blueprints}
+  \begin{itemize}
+     \item Solving the issue of {\bf sharing group lifecycle management}
+     \item Build SG blueprints for reusable, maintainable sharing groups
+     \item Abstract sharing groups, organisation metadata as building blocks
+     \item Solve newly arising sharing challenges
+  \end{itemize}
+\end{frame}
+
+\begin{frame}
+\frametitle{Sharing group blueprints}
+\includegraphics[scale=0.6]{images/blueprints2.png}
+\end{frame}
+
+\begin{frame}
+  \frametitle{Cryptographic signing and tamper protection}
+  \begin{itemize}
+     \item Need to be able to share and ensure the {\bf veracity of critical events}
+     \item Tampering by {\bf malicious intermediaries}, even in closed networks became a new fear
+     \item We came up with a solution that allows us to {\bf lock down critical events}
+     \item Limits the distribution, but {\bf increases the resilience} of MISP immensely
+  \end{itemize}
+\end{frame}
+
+\begin{frame}
+\frametitle{Cryptographic signing and tamper protection}
+\includegraphics[scale=0.5]{images/signing1.png}
+\end{frame}
+
+\begin{frame}
+\frametitle{Cryptographic signing and tamper protection}
+\includegraphics[scale=0.5]{images/signing2.png}
+\end{frame}
+
+\begin{frame}
+\frametitle{Cryptographic signing and tamper protection}
+\includegraphics[scale=0.6]{images/signing3.png}
+\includegraphics[scale=0.6]{images/signing4.png}
+\end{frame}
+
+\begin{frame}
+  \frametitle{Other major improvements}
+  \begin{itemize}
+      \item Various other new functionalities that improve our day to day use of the tool
+  \end{itemize}
+\end{frame}
+
+\begin{frame}
+  \frametitle{Long list of security fixes}
+  \begin{itemize}
+      \item Partially from user reports
+      \item Partially by an exhaustive pentest series
+      \item Massive thank you to {\bf Zigrin Security} for conducting the tests...
+      \item ...and to the {\bf Luxembourgish Army} for financing it
+      \item Multiple {\bf CVEs} resolved, including a {\bf critical one that required a silent release}
+      \item Make sure you stay up to date!
+  \end{itemize}
+\end{frame}
+
+\begin{frame}
+\frametitle{Long list of security fixes}
+\includegraphics[scale=0.4]{images/security.png}
+\end{frame}
+
+
+\begin{frame}
+  \frametitle{Event warning system}
+  \begin{itemize}
+     \item Build a rule based tool that analyses an event and {\bf recommends improvements}
+     \item Typical issues easily caught (missing TLP, lack of context, etc)
+     \item Simple to extend, flexible
+  \end{itemize}
+\end{frame}
+
+\begin{frame}
+\frametitle{Event warning system}
+\includegraphics[scale=0.3]{images/warnings.png}
+\end{frame}
+
+
+\begin{frame}
+  \frametitle{Massive rework of the STIX integrations}
+  \begin{itemize}
+     \item Our resident STIX guru (Christian Studer) has become {\bf co-chair of the STIX commitee} at OASIS
+     \item Massive rework of how we handle {\bf STIX ingestion / generation}
+     \item Continuous work with {\bf Mitre/CISA} to improve the integration
+     \item STIX subsystem spun off as a standalone system
+  \end{itemize}
+\end{frame}
+
+\begin{frame}
+  \frametitle{Further synchronisation filtering methods}
+  \begin{itemize}
+     \item The ability to {\bf exclude} certain attribute {\bf types from the synchronisation}
+     \item Comes with some risks, but solves some issues
+     \item An example: {\bf Exclusion of malware samples when sharing towards classified networks}
+  \end{itemize}
+\end{frame}
+
+\begin{frame}
+  \frametitle{Advanced timelining}
+  \begin{itemize}
+     \item Rework of the timelining in MISP
+     \item Inclusion of images, sightings
+     \item Various other improvements
+  \end{itemize}
+\end{frame}
+
+\begin{frame}
+\frametitle{Timelining}
+\includegraphics[scale=0.2]{images/timelining.png}
+\end{frame}
+
+\begin{frame}
+  \frametitle{New background processor}
+  \begin{itemize}
+     \item Since late November last year we have had a {\bf new background processing engine}
+     \item Fully optional for now
+     \item Lean, closer to an OS native implementation via {\bf Supervisor}
+     \item Gets rid of a lot of the baggage of our previous system (scheduling)
+     \item Implemetation by @righel (Luciano Righetti)
+  \end{itemize}
+\end{frame}
+
+
+\begin{frame}
+  \frametitle{Long list of other fixes}
+  \begin{itemize}
+     \item Usability fixes
+     \item Performance improvements
+     \item Bug fixes
+     \item Too many improvements to the galaxies, taxonomies, object templates to list!
+     \item Huge thank you to {\bf Jakub Onderka} for the {\bf constant stream of improvements}
+  \end{itemize}
+\end{frame}
+
+\begin{frame}
+  \frametitle{What do we have planned for the (near) future?}
+\end{frame}
+
+\begin{frame}
+  \frametitle{Workflows in MISP}
+  \begin{itemize}
+     \item Outcome of our initial work from GeekWeek 7.5\footnote{\href{https://cyber.gc.ca/en/events/geekweek-75}{Workshop organized by the Canadian Cyber Center}}
+     \item Goal: Modifying the execution of certain {\bf core functionalities}
+     \item Basically a {\bf hooking mechanism}
+     \item Modular approach using {\bf MISP-modules} or {\bf PHP modules}
+     \item Build and execute admin defined tasks on various actions
+     \item Modify data in place, block, fire-and-forget
+     \item All exposed via a {\bf completely new GUI}
+  \end{itemize}
+\end{frame}
+
+\begin{frame}
+  \frametitle{Workflows in MISP}
+  \begin{itemize}
+     \item {\bf Branching} codebase
+     \item Context sensitive, per-module filters
+     \item Implemented by our UI expert Sami "GraphMan" Mokaddem 
+  \end{itemize}
+\end{frame}
+
+
+\begin{frame}
+\frametitle{Workflows in MISP}
+\includegraphics[scale=0.2]{images/workflows1.png}
+\end{frame}
+
+\begin{frame}
+\frametitle{Workflows in MISP}
+\includegraphics[scale=0.2]{images/workflows2.png}
+\end{frame}
+
+
+\begin{frame}
+  \frametitle{External data guard}
+  \begin{itemize}
+     \item Work in {\bf collaboration with BICES}
+     \item Proxy server that {\bf inspects and blocks potential data leaks} during synchronisation
+     \item Standalone
+     \item Simplistic design and {\bf easy to audit}
+     \item Modular {\bf rule based} system
+  \end{itemize}
+\end{frame}
+
+\begin{frame}
+  \frametitle{Various reworks to support STIX mappings}
+  \begin{itemize}
+     \item {\bf Relationships for tags/galaxies}
+     \item {\bf Templating} for galaxy cluster creation
+     \item Dot notation {\bf deep cluster elements}
+     \item Built in {\bf TAXII support} with the help of Mitre/CISA (currently not merged yet)
+  \end{itemize}
+\end{frame}
+
+\begin{frame}
+\frametitle{Quick Cerebrate update}
+\begin{center}
+\includegraphics[scale=0.4]{images/cerebrate.png}
+\end{center}
+\end{frame}
+
+\begin{frame}
+  \frametitle{Quick Cerebrate update}
+  \begin{itemize}
+     \item 5 new releases
+     \item Deployment for the {\bf CSIRT network} ongoing
+     \item A host of new functionalities to solve day to day issues we have in the CSIRT community
+  \end{itemize}
+\end{frame}
+
+\begin{frame}
+  \frametitle{User management}
+  \begin{itemize}
+     \item Reworked completely
+     \item Tight integration with {\bf KeyCloak}
+     \item Full user provisioning / maintaining via Cerebrate
+  \end{itemize}
+\end{frame}
+
+\begin{frame}
+  \frametitle{Reworked meta information system}
+  \begin{itemize}
+     \item Introduction of {\bf context specific custom fields}
+     \item Custom {\bf search algorithms} (for example CIDR block lookups for constituency information)
+     \item Customisable and {\bf blueprint-able data model}
+  \end{itemize}
+\end{frame}
+
+\begin{frame}
+  \frametitle{API along with its documentation fleshed out}
+  \begin{itemize}
+     \item {\bf OpenAPI integration} similarly to MISP
+     \item Integration tests and introduction of a {\bf CI pipeline}
+     \item Documentation and API examples available in Cerebrate directly
+  \end{itemize}
+\end{frame}
+
+\begin{frame}
+  \frametitle{Security fixes}
+  \begin{itemize}
+     \item Cerebrate, similarly to MISP received an in-depth pentest by {\bf Zigrin Security}
+     \item Likewise funded by the {\bf Luxembourgish Army}
+     \item Besides fixes to vulnerabilities, a host of usability findings and fixes
+     \item {\bf 5 CVEs} published
+     \item \url{https://www.cerebrate-project.org/security.html}
+  \end{itemize}
+\end{frame}
+
+\begin{frame}
+  \frametitle{Get in touch if you have any questions}
+  \begin{itemize}
+    \item Contact CIRCL
+    \begin{itemize}
+      \item info@circl.lu
+      \item \url{https://twitter.com/circl_lu}
+      \item \url{https://www.circl.lu/}
+    \end{itemize}
+    \item Contact MISPProject 
+    \begin{itemize}
+      \item \url{https://github.com/MISP}
+      \item \url{https://gitter.im/MISP/MISP}
+      \item \url{https://twitter.com/MISPProject}
+    \end{itemize}
+    \item Cerebrate project
+    \begin{itemize}
+      \item \url{https://github.com/cerebrate-project}
+      \item \url{https://github.com/cerebrate-project/cerebrate}
+    \end{itemize}
+  \end{itemize}
+\end{frame}
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+all:
+	pdflatex -interaction nonstopmode -halt-on-error -file-line-error slide.tex
+
+clean:
+	rm *.aux *.nav *.log *.snm *.toc *.vrb
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+\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}
+%\usepackage[T1]{fontenc}
+%\usepackage[scaled]{beramono}
+\author{\small{\input{../includes/authors.txt}}}
+\title{MISP status update}
+\subtitle{News since the last MUG}
+\institute{\includegraphics[scale=0.5]{misplogo.pdf}}
+\titlegraphic{\includegraphics[scale=0.85]{misp.pdf}}
+
+\date{\input{../includes/location.txt}}
+\begin{document}
+\include{content}
+\end{document}
+
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