Updating website
Project: http://git-wip-us.apache.org/repos/asf/incubator-spot/repo Commit: http://git-wip-us.apache.org/repos/asf/incubator-spot/commit/263c2647 Tree: http://git-wip-us.apache.org/repos/asf/incubator-spot/tree/263c2647 Diff: http://git-wip-us.apache.org/repos/asf/incubator-spot/diff/263c2647 Branch: refs/heads/asf-site Commit: 263c2647c6cb9ee93e355038382db9cc4bafbf1c Parents: fa91640 Author: Mark Grover <m...@apache.org> Authored: Wed Oct 12 09:55:42 2016 -0700 Committer: Mark Grover <m...@apache.org> Committed: Wed Oct 12 09:55:42 2016 -0700 ---------------------------------------------------------------------- 2016/03/index.html | 38 +-- 2016/08/index.html | 40 +-- 2016/09/index.html | 258 ++++++++++++++ .../feed/index.html | 18 + apache-spot-3-most-asked-questions/index.html | 307 +++++++++++++++++ .../feed/index.html | 18 + .../index.html | 312 +++++++++++++++++ blog/index.html | 79 +++-- category/cybersecurity/feed/index.html | 10 +- category/cybersecurity/index.html | 35 +- category/data-science/feed/index.html | 62 ++++ category/data-science/index.html | 258 ++++++++++++++ category/ipython-notebooks/feed/index.html | 62 ++++ category/ipython-notebooks/index.html | 258 ++++++++++++++ category/security-analytics/feed/index.html | 10 +- category/security-analytics/index.html | 46 +-- category/threat-analysis-tools/feed/index.html | 62 ++++ category/threat-analysis-tools/index.html | 258 ++++++++++++++ category/uncategorized/feed/index.html | 56 +++- category/uncategorized/index.html | 45 +-- feed/index.html | 84 +++-- .../feed/index.html | 18 + .../index.html | 294 ++++++++++++++++ index.html | 99 +----- .../feed/index.html | 18 + jupyter-notebooks-for-data-analysis/index.html | 333 +++++++++++++++++++ tag/github/feed/index.html | 12 +- tag/github/index.html | 46 +-- tag/open-network-insight/feed/index.html | 16 +- tag/open-network-insight/index.html | 50 ++- tag/open-source/feed/index.html | 2 +- tag/open-source/index.html | 44 +-- wp-content/themes/oni/favicon.ico | Bin 0 -> 1150 bytes wp-content/themes/oni/favicon.png | Bin 564 -> 2787 bytes wp-content/themes/oni/library/css/style.css | 2 + .../themes/oni/library/images/add-to-slack.png | Bin 0 -> 3789 bytes .../oni/library/images/apple-touch-icon.png | Bin 5971 -> 11173 bytes .../oni/library/images/win8-tile-icon.png | Bin 0 -> 14766 bytes wp-content/uploads/2016/03/advantages-1.png | Bin 35716 -> 35751 bytes wp-content/uploads/2016/03/how-it-works.png | Bin 47916 -> 52599 bytes .../09/ONI_Architecture-Diagram_1300_v4.png | Bin 431626 -> 449035 bytes .../09/ONI_Architecture-Diagram_1300_v4_old.png | Bin 0 -> 431626 bytes wp-content/uploads/2016/10/iPython-1-300x89.png | Bin 0 -> 13403 bytes wp-content/uploads/2016/10/iPython-1.png | Bin 0 -> 12682 bytes 44 files changed, 2848 insertions(+), 402 deletions(-) ---------------------------------------------------------------------- http://git-wip-us.apache.org/repos/asf/incubator-spot/blob/263c2647/2016/03/index.html ---------------------------------------------------------------------- diff --git a/2016/03/index.html b/2016/03/index.html index 4971dc0..e1ee89e 100644 --- a/2016/03/index.html +++ b/2016/03/index.html @@ -125,24 +125,6 @@ <script type='text/javascript' src='../../wp-content/themes/oni/library/js/jquery.meanmenu.js'></script> <link rel='https://api.w.org/' href='../../wp-json/' /> - <script> - (function(i, s, o, g, r, a, m) { - i['GoogleAnalyticsObject'] = r; - i[r] = i[r] || - function() { - (i[r].q = i[r].q || []).push(arguments) - }, i[r].l = 1 * new Date(); - a = s.createElement(o), - m = s.getElementsByTagName(o)[0]; - a.async = 1; - a.src = g; - m.parentNode.insertBefore(a, m) - })(window, document, 'script', '//www.google-analytics.com/analytics.js', 'ga'); - - ga('create', 'UA-75955621-1', 'auto'); - ga('send', 'pageview'); - - </script> </head> <body class="archive date" itemscope itemtype="http://schema.org/WebPage";> @@ -195,7 +177,7 @@ <header class="entry-header article-header"> - <h3 class="h2 entry-title"><a href="../../open-network-insight-3-most-asked-questions/" rel="bookmark" title="Apache Spot: Three Most-Asked Questions">Apache Spot: Three Most-Asked Questions</a></h3> + <h3 class="h2 entry-title"><a href="../../apache-spot-3-most-asked-questions/" rel="bookmark" title="Apache Spot: Three Most-Asked Questions">Apache Spot (Incubating): Three Most-Asked Questions</a></h3> <p class="byline entry-meta vcard"> <time class="updated entry-time" datetime="2016-03-29" itemprop="datePublished"> March 29, 2016 @@ -208,7 +190,7 @@ <section class="entry-content cf"> <p> - While this is not the first blog post about Apache Spot, it is the first one by a creator of the solution. As a security data scientist in Intel’s Data Center Group, I joined a small team to start thinking about solving really hard problems in cloud analytics. The team grew, and out of that… <a class="excerpt-read-more" href="../../open-network-insight-3-most-asked-questions/" title="Read Apache Spot: Three Most-Asked Questions">Read more »</a> + While this is not the first blog post about Apache Spot, it is the first one by a creator of the solution. As a security data scientist in Intel’s Data Center Group, I joined a small team to start thinking about solving really hard problems in cloud analytics. The team grew, and out of that… <a class="excerpt-read-more" href="../../apache-spot-3-most-asked-questions/" title="Read Apache Spot: Three Most-Asked Questions">Read more »</a> </p> </section> @@ -227,13 +209,16 @@ <h4 class="widgettitle">Recent Posts</h4> <ul> <li> - <a href="../../open-network-insight-oni-and-cybersecurity-using-netflows-to-detect-threats-to-critical-infrastructure/">Apache Spot and Cybersecurity â Using NetFlows to Detect Threats to Critical Infrastructure</a> + <a href="../jupyter-notebooks-for-data-analysis/">Jupyter Notebooks for Data Analysis</a> + </li> + <li> + <a href="../apache-spot-and-cybersecurity-using-netflows-to-detect-threats-to-critical-infrastructure/">Apache Spot (Incubating) and Cybersecurity â Using NetFlows to Detect Threats to Critical Infrastructure</a> </li> <li> - <a href="../../how-open-network-insight-helps-create-well-stocked-data-lakes-and-catch-powerful-insights/">How Apache Spot Helps Create Well-Stocked Data Lakes and Catch Powerful Insights</a> + <a href="../how-apache-spot-helps-create-well-stocked-data-lakes-and-catch-powerful-insights/">How Apache Spot (Incubating) Helps Create Well-Stocked Data Lakes and Catch Powerful Insights</a> </li> <li> - <a href="../../open-network-insight-3-most-asked-questions/">Apache Spot: Three Most-Asked Questions</a> + <a href="../apache-spot-3-most-asked-questions/">Apache Spot (Incubating): 3 Most-Asked Questions</a> </li> </ul> </div> @@ -241,10 +226,13 @@ <h4 class="widgettitle">Archives</h4> <ul> <li> - <a href='../../2016/08/'>August 2016</a> + <a href='../09/'>September 2016</a> + </li> + <li> + <a href='../08/'>August 2016</a> </li> <li> - <a href='../../2016/03/'>March 2016</a> + <a href='../03/'>March 2016</a> </li> </ul> </div> http://git-wip-us.apache.org/repos/asf/incubator-spot/blob/263c2647/2016/08/index.html ---------------------------------------------------------------------- diff --git a/2016/08/index.html b/2016/08/index.html index 455c751..a1eddf4 100644 --- a/2016/08/index.html +++ b/2016/08/index.html @@ -125,24 +125,6 @@ <script type='text/javascript' src='../../wp-content/themes/oni/library/js/jquery.meanmenu.js'></script> <link rel='https://api.w.org/' href='../../wp-json/' /> - <script> - (function(i, s, o, g, r, a, m) { - i['GoogleAnalyticsObject'] = r; - i[r] = i[r] || - function() { - (i[r].q = i[r].q || []).push(arguments) - }, i[r].l = 1 * new Date(); - a = s.createElement(o), - m = s.getElementsByTagName(o)[0]; - a.async = 1; - a.src = g; - m.parentNode.insertBefore(a, m) - })(window, document, 'script', '//www.google-analytics.com/analytics.js', 'ga'); - - ga('create', 'UA-75955621-1', 'auto'); - ga('send', 'pageview'); - - </script> </head> <body class="archive date" itemscope itemtype="http://schema.org/WebPage";> @@ -195,7 +177,7 @@ <header class="entry-header article-header"> - <h3 class="h2 entry-title"><a href="../../open-network-insight-oni-and-cybersecurity-using-netflows-to-detect-threats-to-critical-infrastructure/" rel="bookmark" title="Apache Spot and Cybersecurity â Using NetFlows to Detect Threats to Critical Infrastructure">Apache Spot and Cybersecurity â Using NetFlows to Detect Threats to Critical Infrastructure</a></h3> + <h3 class="h2 entry-title"><a href="../../apache-spot-and-cybersecurity-using-netflows-to-detect-threats-to-critical-infrastructure/" rel="bookmark" title="Apache Spot and Cybersecurity â Using NetFlows to Detect Threats to Critical Infrastructure">Apache Spot (Incubating) and Cybersecurity â Using NetFlows to Detect Threats to Critical Infrastructure</a></h3> <p class="byline entry-meta vcard"> <time class="updated entry-time" datetime="2016-08-08" itemprop="datePublished"> August 8, 2016 @@ -223,7 +205,7 @@ <header class="entry-header article-header"> - <h3 class="h2 entry-title"><a href="../../how-open-network-insight-helps-create-well-stocked-data-lakes-and-catch-powerful-insights/" rel="bookmark" title="How Apache Spot Helps Create Well-Stocked Data Lakes and Catch Powerful Insights">How Apache Spot Helps Create Well-Stocked Data Lakes and Catch Powerful Insights</a></h3> + <h3 class="h2 entry-title"><a href="../../how-apache-spot-helps-create-well-stocked-data-lakes-and-catch-powerful-insights/" rel="bookmark" title="How Apache Spot Helps Create Well-Stocked Data Lakes and Catch Powerful Insights">How Apache Spot (Incubating) Helps Create Well-Stocked Data Lakes and Catch Powerful Insights</a></h3> <p class="byline entry-meta vcard"> <time class="updated entry-time" datetime="2016-08-08" itemprop="datePublished"> August 8, 2016 @@ -236,7 +218,7 @@ <section class="entry-content cf"> <p> - About four years ago, the era of the Big Data analytics began. Paired with advanced analytics, massive volumes of data can be culled to not only inform critical decisions, but also to simulate sophisticated âwhat ifâ scenarios that allow companies to gain competitive advantages by generating and predicting different scenarios. For example, a financial services… <a class="excerpt-read-more" href="../../how-open-network-insight-helps-create-well-stocked-data-lakes-and-catch-powerful-insights/" title="Read How Apache Spot Helps Create Well-Stocked Data Lakes and Catch Powerful Insights">Read more »</a> + About four years ago, the era of the Big Data analytics began. Paired with advanced analytics, massive volumes of data can be culled to not only inform critical decisions, but also to simulate sophisticated âwhat ifâ scenarios that allow companies to gain competitive advantages by generating and predicting different scenarios. For example, a financial services… <a class="excerpt-read-more" href="../../how-apache-spot-helps-create-well-stocked-data-lakes-and-catch-powerful-insights/" title="Read How Apache Spot Helps Create Well-Stocked Data Lakes and Catch Powerful Insights">Read more »</a> </p> </section> @@ -255,13 +237,16 @@ <h4 class="widgettitle">Recent Posts</h4> <ul> <li> - <a href="../../open-network-insight-oni-and-cybersecurity-using-netflows-to-detect-threats-to-critical-infrastructure/">Apache Spot and Cybersecurity â Using NetFlows to Detect Threats to Critical Infrastructure</a> + <a href="../jupyter-notebooks-for-data-analysis/">Jupyter Notebooks for Data Analysis</a> + </li> + <li> + <a href="../apache-spot-and-cybersecurity-using-netflows-to-detect-threats-to-critical-infrastructure/">Apache Spot (Incubating) and Cybersecurity â Using NetFlows to Detect Threats to Critical Infrastructure</a> </li> <li> - <a href="../../how-open-network-insight-helps-create-well-stocked-data-lakes-and-catch-powerful-insights/">How Apache Spot Helps Create Well-Stocked Data Lakes and Catch Powerful Insights</a> + <a href="../how-apache-spot-helps-create-well-stocked-data-lakes-and-catch-powerful-insights/">How Apache Spot (Incubating) Helps Create Well-Stocked Data Lakes and Catch Powerful Insights</a> </li> <li> - <a href="../../open-network-insight-3-most-asked-questions/">Apache Spot: Three Most-Asked Questions</a> + <a href="../apache-spot-3-most-asked-questions/">Apache Spot (Incubating): 3 Most-Asked Questions</a> </li> </ul> </div> @@ -269,10 +254,13 @@ <h4 class="widgettitle">Archives</h4> <ul> <li> - <a href='../../2016/08/'>August 2016</a> + <a href='../09/'>September 2016</a> + </li> + <li> + <a href='../08/'>August 2016</a> </li> <li> - <a href='../../2016/03/'>March 2016</a> + <a href='../03/'>March 2016</a> </li> </ul> </div> http://git-wip-us.apache.org/repos/asf/incubator-spot/blob/263c2647/2016/09/index.html ---------------------------------------------------------------------- diff --git a/2016/09/index.html b/2016/09/index.html new file mode 100644 index 0000000..006c8f3 --- /dev/null +++ b/2016/09/index.html @@ -0,0 +1,258 @@ +<!doctype html> + +<!--[if lt IE 7]><html lang="en-US" class="no-js lt-ie9 lt-ie8 lt-ie7"><![endif]--> +<!--[if (IE 7)&!(IEMobile)]><html lang="en-US" class="no-js lt-ie9 lt-ie8"><![endif]--> +<!--[if (IE 8)&!(IEMobile)]><html lang="en-US" class="no-js lt-ie9"><![endif]--> +<!--[if gt IE 8]><!--> +<html lang="en-US" class="no-js"> + <!--<![endif]--> + + <head> + <meta charset="utf-8"> + + <meta http-equiv="X-UA-Compatible" content="IE=edge"> + + <title>Apache Spot 2016 September</title> + + <meta name="HandheldFriendly" content="True"> + <meta name="MobileOptimized" content="320"> + <meta name="viewport" content="width=device-width, initial-scale=1"/> + + <link rel="apple-touch-icon" href="../../../../wp-content/themes/oni/library/images/apple-touch-icon.png"> + <link rel="icon" href="../../../../wp-content/themes/oni/favicon.png"> + <!--[if IE]> + <link rel="shortcut icon" href="http://spot.incubator.apache.org/wp-content/themes/oni/favicon.ico";> + <![endif]--> + <meta name="msapplication-TileColor" content="#f01d4f"> + <meta name="msapplication-TileImage" content="../../../../wp-content/themes/oni/library/images/win8-tile-icon.png"> + <meta name="theme-color" content="#121212"> + + <link rel="pingback" href="http://spot.incubator.apache.org/xmlrpc.php";> + + <link rel="alternate" type="application/rss+xml" title="Apache Spot » Feed" href="http://spot.incubator.apache.org/feed/"; /> + <link rel="alternate" type="application/rss+xml" title="Apache Spot » Comments Feed" href="http://spot.incubator.apache.org/comments/feed/"; /> + <script type="text/javascript"> + window._wpemojiSettings = { + "baseUrl" : "https:\/\/s.w.org\/images\/core\/emoji\/72x72\/", + "ext" : ".png", + "source" : { + "concatemoji" : "http:\/\/spot.incubator.apache.org\/wp-includes\/js\/wp-emoji-release.min.js" + } + }; ! 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The project team wants Apache Spot needs to be a versatile tool that can be used by anyone. This means that data scientists and developers need to be able to query and handle the source data to find all the information they need for their decision making. The… <a class="excerpt-read-more" href="../../jupyter-notebooks-for-data-analysis/" title="Read Jupyter Notebooks for Data Analysis">Read more »</a> + </p> + + </section> + + <footer class="article-footer"> + + </footer> + + </article> + + </main> + + + <div id="sidebar1" class="sidebar m-all t-1of3 d-2of7 last-col cf" role="complementary"> + + <div id="recent-posts-2" class="widget widget_recent_entries"> + <h4 class="widgettitle">Recent Posts</h4> + <ul> + <li> + <a href="../jupyter-notebooks-for-data-analysis/">Jupyter Notebooks for Data Analysis</a> + </li> + <li> + <a href="../apache-spot-and-cybersecurity-using-netflows-to-detect-threats-to-critical-infrastructure/">Apache Spot (Incubating) and Cybersecurity â Using NetFlows to Detect Threats to Critical Infrastructure</a> + </li> + <li> + <a href="../how-apache-spot-helps-create-well-stocked-data-lakes-and-catch-powerful-insights/">How Apache Spot (Incubating) Helps Create Well-Stocked Data Lakes and Catch Powerful Insights</a> + </li> + <li> + <a href="../apache-spot-3-most-asked-questions/">Apache Spot (Incubating): 3 Most-Asked Questions</a> + </li> + </ul> + </div> + <div id="archives-2" class="widget widget_archive"> + <h4 class="widgettitle">Archives</h4> + <ul> + <li> + <a href='../09/'>September 2016</a> + </li> + <li> + <a href='../08/'>August 2016</a> + </li> + <li> + <a href='../03/'>March 2016</a> + </li> + </ul> + </div> + + </div> + + </div> + + </div> + + <footer class="footer" role="contentinfo" itemscope itemtype="http://schema.org/WPFooter";> + + <div id="inner-footer" class="wrap cf"> + + <nav role="navigation"></nav> + <p class="source-org copyright" style="text-align:center;"> + © 2016 Apache Spot. + </p> + + </div> + + </footer> + + </div> + + <script type='text/javascript' src='../../wp-content/themes/oni/library/js/scripts.js'></script> + <script type='text/javascript' src='../../wp-includes/js/wp-embed.min.js'></script> + + </body> + +</html> +<!-- end of site. what a ride! 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As a security data scientist in Intel’s Data Center Group, I joined a small team to start thinking about solving really hard problems in cloud analytics. The team grew, and out of that effort, came Apache Spot. Since we started talking about the project, these are the three questions I am asked the most. + </p> + <p> + <strong>What Is Apache Spot?</strong> + <br /> + Apache Spot is an open source, flow and packet analytics solution built on Hadoop. It combines big data processing, at-scale machine learning, and unique security analytics to put potential threats in front of defenders. While I am a data scientist today, I was a security investigator just a few years ago. I wanted to develop a solution that would put new tools and technology in play for defenders, but without requiring them to walk away from security and get a math degree. + </p> + <p> + We wanted to start with the hard problems, so we looked at the emerging need to analyze data that was produced at a scale outside what a lot of security solutions could handle. The data is being created today, and lack of visibility into that data gives attackers a profound advantage. Also, in this new era of security, many defenders (public and private sector) have to answer to their citizens and customers when these threats occur. In other words, an event that says “this attack was blocked” is insufficient; an organization needs to see what happened before, during, and after a particular machine was attacked at a particular time. The problem is summarized in a slide from a <a href="http://www.youtube.com/watch?v=mOZjMuBLYyM"; target="_blank">FloCon talk</a> + <br /> + <a href="../wp-content/uploads/2016/03/FloCon2015.png" rel="attachment wp-att-66"><img class="aligncenter size-full wp-image-66" src="../wp-content/uploads/2016/03/FloCon2015.png" alt="open source packet and flow analytics" width="960" height="720" srcset="../wp-content/uploads/2016/03/FloCon2015.png 960w, ../wp-content/uploads/2016/03/FloCon2015-300x225.png 300w, ../wp-content/uploads/2016/03/FloCon2015-768x576.png 768w" sizes="(max-width: 960px) 100vw, 960px" /></a> + </p> + <p> + The gist is that while processing is a challenge at higher scales, the amount of insight gained is higher when analyzing flows and packets from key protocols (like DNS). And that’s how we got here. + </p> + <p> + <strong>Why Intel?</strong> + </p> + <p> + At Intel, I have worked in IT, for a security product company (McAfee), and in the Data Center Group. Intel IT was an early pioneer of the concept of proactive investigations to protect intellectual property. McAfee (now Intel Security Group) has a broad customer base in the realms of network, endpoint, and content security, to name only a few. And the Intel Data Center group has strategic partnerships with Cloudera and Accenture, as well as some pretty cool analytics efforts of their own. Add the performance benefits we achieve with Intel Architecture, especially the Intel MPI Library and Intel Math Kernel Library, and it certainly makes sense to me. + </p> + <p> + <strong>Why Open Source?</strong> + </p> + <p> + I learned from my earlier efforts in security analytics, that to invite collaboration from academia, the public sector, and the private sector, open source software is an excellent choice. We are now seeking to build a community of developers, data scientists, and security enthusiasts to grow Apache Spot into something we can all be proud of. We have also chosen an Apache software license, so that it can enrich commercial software offerings as well. + </p> + <p> + The greatest thing for me since we announced at RSA is to hear OTHER people talk about Apache Spot (formerly Open Network Insight or ONI), here are some of my favorites, from <a href="http://vision.cloudera.com/open-network-insight-changing-infosec-data-science-forever/"; target="_blank">a Data Scientist @ eBay </a>, <a href="https://newsroom.accenture.com/news/accenture-introduces-the-accenture-cyber-intelligence-platform-to-help-organizations-continuously-predict-detect-and-combat-cyber-attacks.htm"; target="_blank">a Security Provider</a>, and <a href="http://vision.cloudera.com/adaptive-security-at-big-data-scale-for-next-generation-digital-security/"; target="_blank">a Big Data company</a>. + </p> + <p> + Fork us on Github! + </p> + <p> + Grant Babb + </p> + </section> + <footer class="article-footer"> + + filed under: <a href="../category/security-analytics/" rel="category tag">Security Analytics</a> + <p class="tags"> + <span class="tags-title">Tags:</span><a href="../tag/github/" rel="tag">github</a>, <a href="../tag/open-network-insight/" rel="tag">open network insight</a>, <a href="../tag/open-source/" rel="tag">open source</a> + </p> + </footer> + + </article> + + </main> + + <div id="sidebar1" class="sidebar m-all t-1of3 d-2of7 last-col cf" role="complementary"> + + <div id="recent-posts-2" class="widget widget_recent_entries"> + <h4 class="widgettitle">Recent Posts</h4> + <ul> + <li> + <a href="../jupyter-notebooks-for-data-analysis/">Jupyter Notebooks for Data Analysis</a> + </li> + <li> + <a href="../apache-spot-and-cybersecurity-using-netflows-to-detect-threats-to-critical-infrastructure/">Apache Spot (Incubating) and Cybersecurity â Using NetFlows to Detect Threats to Critical Infrastructure</a> + </li> + <li> + <a href="../how-apache-spot-helps-create-well-stocked-data-lakes-and-catch-powerful-insights/">How Apache Spot (Incubating) Helps Create Well-Stocked Data Lakes and Catch Powerful Insights</a> + </li> + <li> + <a href="../apache-spot-3-most-asked-questions/">Apache Spot (Incubating): 3 Most-Asked Questions</a> + </li> + </ul> + </div> + <div id="archives-2" class="widget widget_archive"> + <h4 class="widgettitle">Archives</h4> + <ul> + <li> + <a href='../2016/09/'>September 2016</a> + </li> + <li> + <a href='../2016/08/'>August 2016</a> + </li> + <li> + <a href='../2016/03/'>March 2016</a> + </li> + </ul> + </div> + + </div> + + </div> + + </div> + + <footer class="footer" role="contentinfo" itemscope itemtype="http://schema.org/WPFooter";> + + <div id="inner-footer" class="wrap cf"> + + <nav role="navigation"></nav> + <p class="source-org copyright" style="text-align:center;"> + © 2016 Apache Spot. + </p> + + </div> + + </footer> + + </div> + + <script type='text/javascript' src='../wp-includes/js/comment-reply.min.js'></script> + <script type='text/javascript' src='../wp-content/themes/oni/library/js/scripts.js'></script> + <script type='text/javascript' src='../wp-includes/js/wp-embed.min.js'></script> + + </body> + +</html> +<!-- end of site. what a ride! 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Morris on November 2, 1988. Wow! Here we are in 2016, 28 years later, with viruses and worms giving way to Trojan horses and polymorphic code. Nowadays, we are also fighting against DDoS, phishing, spear phishing attacks, command and controls along with APTs such as Aurora, Zeus, Red October and Stuxnet. What happened with our security controls on each attack? + </p> + <p> + Despite heroic efforts, internal and external security controls, no matter if they are preventive, detective or corrective, can be bypassed by different situations or misconfigurations. Capabilities to detect bugs or vulnerabilities in code, protocol, etc. are still limited. When we consider how to close these gaps, we have two options: + </p> + <ol> + <li> + Collect information from each device that is part of the environment. + </li> + <li> + Collect information from the critical infrastructure that is used for most, if not all, of the systems. + </li> + </ol> + <p> + This blog will describe the second approach. + </p> + <p> + Critical infrastructure, including nationally significant infrastructure, can be broadly defined as the systems, assets, facilities and networks that provide essential services. For nations, this means protecting the national security, economic security and prosperity as well as the health and safety of their citizenry. If we extrapolate this definition on the IT enterprise environments, we can define the critical infrastructure as the service, or services, that need to be up and running properly 99.99999% of the time, most of the time to support other critical infrastructure, such as databases, HR systems, manufacturing systems, etc. + </p> + <p> + Effectively protecting critical infrastructure means that millions, if not billions, of different scenarios must be identified and monitored. To do this, the cybersecurity problem must be broken into small pieces. + </p> + <p> + Letâs consider DNS â your communications to the Web. How can you know which communications are being established by your critical servers? And, what if you want to do it for most of your infrastructure? + </p> + <p> + First idea: Use NetFlow, which is a network protocol that helps us collect IP traffic information and monitor network traffic. NetFlow has the details on the communications of all of your network traffic. However, the normal data on an enterprise environment includes billions of NetFlow events per day. To use this data to identify issues, it must be stored and analyzed. Storage alone is costly. Analyzing what amount Big Data stores is an entire other challenge. + </p> + <p> + Apache Spot offers a solution. It was designed to gather, store and analyze Big Data. In fact, Apache Spot is an ideal solution for this cybersecurity challenge. Apache Spot can integrate many different data sources in a data lake then add operational context to the data by linking configuration, inventory, service databases and other data stores. This helps you to prioritize the actions to take under different attack, malware, APT and hacking scenarios. With Apache Spot, attacks that bypass our external or internal security controls can be identified. By delivering risk-prioritized, actionable insights, Apache Spot can support the growing need for security analytics. + </p> + <p> + Not only can Apache Spot collect, store and analyze billions of NetFlow packets, but it can also be adapted to meet the unique requirements of your organization. How? Apache Spot is an open-source project. + </p> + <p> + <strong>But Wait, Thereâs More</strong> + </p> + <p> + Check out â<a href="../how-apache-spot-helps-create-well-stocked-data-lakes-and-catch-powerful-insights/"><u>How Apache Spot Helps Create Well-Stocked Data Lakes and Catch Powerful Insights</u></a>â to learn more about the underlying Apache Spot architecture. + </p> + <p> + This is the first of a series of blogs that we will be writing about cybersecurity, so check back to read more. + </p> + </section> + <footer class="article-footer"> + + filed under: <a href="../category/cybersecurity/" rel="category tag">Cybersecurity</a> + + </footer> + + </article> + + </main> + + <div id="sidebar1" class="sidebar m-all t-1of3 d-2of7 last-col cf" role="complementary"> + + <div id="recent-posts-2" class="widget widget_recent_entries"> + <h4 class="widgettitle">Recent Posts</h4> + <ul> + <li> + <a href="../jupyter-notebooks-for-data-analysis/">Jupyter Notebooks for Data Analysis</a> + </li> + <li> + <a href="../apache-spot-and-cybersecurity-using-netflows-to-detect-threats-to-critical-infrastructure/">Apache Spot (Incubating) and Cybersecurity â Using NetFlows to Detect Threats to Critical Infrastructure</a> + </li> + <li> + <a href="../how-apache-spot-helps-create-well-stocked-data-lakes-and-catch-powerful-insights/">How Apache Spot (Incubating) Helps Create Well-Stocked Data Lakes and Catch Powerful Insights</a> + </li> + <li> + <a href="../apache-spot-3-most-asked-questions/">Apache Spot (Incubating): 3 Most-Asked Questions</a> + </li> + </ul> + </div> + <div id="archives-2" class="widget widget_archive"> + <h4 class="widgettitle">Archives</h4> + <ul> + <li> + <a href='../2016/09/'>September 2016</a> + </li> + <li> + <a href='../2016/08/'>August 2016</a> + </li> + <li> + <a href='../2016/03/'>March 2016</a> + </li> + </ul> + </div> + + </div> + + </div> + + </div> + + <footer class="footer" role="contentinfo" itemscope itemtype="http://schema.org/WPFooter";> + + <div id="inner-footer" class="wrap cf"> + + <nav role="navigation"></nav> + <p class="source-org copyright" style="text-align:center;"> + © 2016 Apache Spot. + </p> + + </div> + + </footer> + + </div> + + <script type='text/javascript' src='../wp-includes/js/comment-reply.min.js'></script> + <script type='text/javascript' src='../wp-content/themes/oni/library/js/scripts.js'></script> + <script type='text/javascript' src='../wp-includes/js/wp-embed.min.js'></script> + + </body> + +</html> +<!-- end of site. what a ride! -->
