{"id":102060,"date":"2021-11-19T11:30:06","date_gmt":"2021-11-19T19:30:06","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/security\/blog\/?p=102060"},"modified":"2023-05-26T13:58:30","modified_gmt":"2023-05-26T20:58:30","slug":"join-us-at-infosec-jupyterthon-2021","status":"publish","type":"post","link":"https:\/\/www.microsoft.com\/en-us\/security\/blog\/2021\/11\/19\/join-us-at-infosec-jupyterthon-2021\/","title":{"rendered":"Join us at InfoSec Jupyterthon 2021"},"content":{"rendered":"<p>We\u2019re excited to invite our community of infosec analysts and engineers to the second annual <strong><a href=\"https:\/\/infosecjupyterthon.com\/introduction.html\">InfoSec Jupyterthon<\/a><\/strong>\u00a0taking place on December 2-3, 2021. This is an online event organized by our friends in the\u00a0<a href=\"https:\/\/github.com\/OTRF\">Open Threat Research Forge<\/a><u>,<\/u>\u00a0together with folks from the\u00a0 Microsoft Threat Intelligence Center\u00a0(MSTIC).<\/p>\n<p>Although this is not a Microsoft event, our Microsoft Security teams are delighted to be involved with helping organize it and deliver talks and workshops. <a href=\"https:\/\/aka.ms\/Jupyterthon2021Registration\">Registration is free<\/a> and it will be streamed on YouTube Live both days from 10:30 AM to 8:00 PM Eastern Time.<\/p>\n<p style=\"text-align: center;\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-102063 size-full\" src=\"https:\/\/www.microsoft.com\/en-us\/security\/blog\/wp-content\/uploads\/2021\/11\/Fig1-Jupyterthon.jpg\" alt=\"Illustration of Jupyter, tools, and community\" width=\"624\" height=\"421\" srcset=\"https:\/\/www.microsoft.com\/en-us\/security\/blog\/wp-content\/uploads\/2021\/11\/Fig1-Jupyterthon.jpg 624w, https:\/\/www.microsoft.com\/en-us\/security\/blog\/wp-content\/uploads\/2021\/11\/Fig1-Jupyterthon-300x202.jpg 300w\" sizes=\"(max-width: 624px) 100vw, 624px\" \/><\/p>\n<p style=\"text-align: center;\"><em>Figure 1. InfoSec Jupyterthon 2021 event image. This image was created by <a href=\"https:\/\/www.scriberia.com\/\">Scriberia<\/a> for <a href=\"https:\/\/github.com\/alan-turing-institute\/the-turing-way\">The Turing Way<\/a> community and is used under a CC-BY licence. <a href=\"https:\/\/zenodo.org\/record\/3695300#.YZftc07MJaQ\">Zenodo record<\/a>.<\/em><\/p>\n<h3>What is InfoSec Jupyterthon?<\/h3>\n<p><em>InfoSec <\/em><em>Jupyterthon<\/em>\u00a0is a forum for information security analysts and engineers to share knowledge and experiences about using Jupyter notebooks in security hunting and investigation. Last year\u2019s conference featured talks on a variety of topics, from integrating notebooks into your security operations (SOC) processes to using GPU-accelerated graphs, time series decomposition, and <em>pandas<\/em> statistics to detect and understand attacker patterns.<\/p>\n<p>Since many of last year&#8217;s attendees identified themselves as Jupyter notebooks beginners, this year&#8217;s conference will feature a series of beginner and intermediate tutorials during the mornings, covering notebooks, data analysis with pandas, visualization and using MSTIC&#8217;s infosec Python package\u00a0<a href=\"https:\/\/msticpy.readthedocs.io\/en\/latest\/\">MSTICPy<\/a>. The afternoons will host speakers on a variety of notebook and info security topics, including:<\/p>\n<ul>\n<li>Automating notebook execution<\/li>\n<li>Using notebooks with Apache Spark<\/li>\n<li>Using notebooks in incident response<\/li>\n<\/ul>\n<h3>What is Jupyter and why is it relevant to infosec?<\/h3>\n<p>Jupyter notebooks are a hybrid environment that combine code, data analysis, and visualization in a single document. Jupyter is widely used by scientists and data analysts. Some of the characteristics that make Jupyter a great platform for more advanced threat investigations are:<\/p>\n<ul>\n<li>Data agnostic \u2013 you can bring data from (almost) anywhere into your analysis<\/li>\n<li>Centralization \u2013 you can combine code, formatted text, visuals in a single document<\/li>\n<li>Flexible structure \u2013 it\u2019s easy to add and remove sections as needed<\/li>\n<li>Repeatable processes \u2013 you can save and run the same notebook on different inputs and\/or criteria<\/li>\n<li>Instant reporting \u2013 you can save a notebook as a PDF or HTML page<\/li>\n<\/ul>\n<p style=\"text-align: center;\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-102108 size-full\" src=\"https:\/\/www.microsoft.com\/en-us\/security\/blog\/wp-content\/uploads\/2021\/11\/Fig2b-process-tree-Jupyter-notebook.png\" alt=\"Screenshot of a sample Jupyter notebook process tree\" width=\"936\" height=\"602\" srcset=\"https:\/\/www.microsoft.com\/en-us\/security\/blog\/wp-content\/uploads\/2021\/11\/Fig2b-process-tree-Jupyter-notebook.png 936w, https:\/\/www.microsoft.com\/en-us\/security\/blog\/wp-content\/uploads\/2021\/11\/Fig2b-process-tree-Jupyter-notebook-300x193.png 300w, https:\/\/www.microsoft.com\/en-us\/security\/blog\/wp-content\/uploads\/2021\/11\/Fig2b-process-tree-Jupyter-notebook-768x494.png 768w, https:\/\/www.microsoft.com\/en-us\/security\/blog\/wp-content\/uploads\/2021\/11\/Fig2b-process-tree-Jupyter-notebook-200x130.png 200w\" sizes=\"(max-width: 936px) 100vw, 936px\" \/><\/p>\n<p style=\"text-align: center;\"><em>Figure 2: A sample visualization of a process tree generated in a Jupyter notebook.<\/em><\/p>\n<p>If you ever find yourself limited by your SIEM but don&#8217;t want to break into full-blown development mode, Jupyter notebooks could be what you&#8217;re looking for.\u00a0You can read more about the benefits of using Jupyter in information security in\u00a0<a href=\"https:\/\/msticpy.readthedocs.io\/en\/latest\/getting_started\/JupyterAndSecurity.html\">this article<\/a>.<\/p>\n<p>Microsoft Sentinel includes a\u00a0<a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/sentinel\/notebooks\">Jupyter notebooks feature<\/a>\u00a0that utilizes open APIs to power advanced investigations and hunting. Notebooks are also featured in several other Microsoft services such as\u00a0<a href=\"https:\/\/docs.microsoft.com\/en-us\/sql\/azure-data-studio\/notebooks\/notebooks-guidance?view=sql-server-ver15\">Azure Data Studio<\/a>\u00a0and\u00a0<a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/machine-learning\/how-to-run-jupyter-notebooks\">Azure Machine Learning<\/a>. Google&#8217;s\u00a0<a href=\"https:\/\/colab.research.google.com\/\">Colab<\/a>\u00a0and Amazon&#8217;s\u00a0<a href=\"https:\/\/docs.aws.Alpha XR\/sagemaker\/latest\/dg\/whatis.html\">Sagemaker<\/a>\u00a0also have a big following, making Jupyter notebooks a popular tool with broad support and a variety of use cases.<\/p>\n<p>We\u2019re looking forward to seeing you at InfoSec Jupyterthon 2021, December 2-3, 2021 from 10:00 AM to 8:00 PM Eastern Time. To attend, make sure to <a href=\"https:\/\/aka.ms\/Jupyterthon2021Registration\">register<\/a> for the event. You will get an email confirming your registration and well as additional information about the agenda, schedule, and workshop instructions.<\/p>\n<p>To stay up to date on Microsoft\u2019s latest security research and threat intelligence insights, make sure to <a href=\"https:\/\/www.microsoft.com\/en-us\/security\/blog\/microsoft-security-intelligence\/\">read our blog<\/a>.<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>We\u2019re excited to invite our community of infosec analysts and engineers to the second annual InfoSec Jupyterthon\u00a0taking place on December 2-3, 2021. This is an online event organized by Open Threat Research Forge together with Microsoft Threat Intelligence Center\u00a0(MSTIC).<\/p>\n","protected":false},"author":68,"featured_media":102102,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"ep_exclude_from_search":false,"_classifai_error":"","footnotes":""},"content-type":[3663],"topic":[3687],"products":[],"threat-intelligence":[3730],"tags":[],"coauthors":[3380],"class_list":["post-102060","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","content-type-research","topic-threat-intelligence","threat-intelligence-cybercrime"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.7 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Join us at InfoSec Jupyterthon 2021 | Microsoft Security Blog<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.microsoft.com\/en-us\/security\/blog\/2021\/11\/19\/join-us-at-infosec-jupyterthon-2021\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Join us at InfoSec Jupyterthon 2021 | Microsoft Security Blog\" \/>\n<meta property=\"og:description\" content=\"We\u2019re excited to invite our community of infosec analysts and engineers to the second annual InfoSec Jupyterthon\u00a0taking place on December 2-3, 2021. 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