{"id":636,"date":"2013-08-12T08:33:39","date_gmt":"2013-08-12T16:33:39","guid":{"rendered":"http:\/\/raffy.ch\/blog\/?p=636"},"modified":"2013-08-27T15:19:07","modified_gmt":"2013-08-27T23:19:07","slug":"cyber-security-monitoring-still-full-of-challenges","status":"publish","type":"post","link":"https:\/\/raffy.ch\/blog\/2013\/08\/12\/cyber-security-monitoring-still-full-of-challenges\/","title":{"rendered":"Cyber Security Monitoring Still Full of Challenges"},"content":{"rendered":"<p><img decoding=\"async\" src=\"http:\/\/www.kdd.org\/kdd2013\/wp-content\/uploads\/2013\/07\/KDD.jpg\" style=\"float:right\"\/><\/p>\n<p>I was greatly honored when I got an invitation from the <i><strong><a href=\"http:\/\/www.kdd.org\/kdd2013\/\">Conference on Knowledge Discovery and Data Mining (KDD)<\/a><\/strong><\/i> to give a talk about data mining and cyber security.<\/p>\n<p>Knowing me, you might be able to guess the topic I chose to present: Visual Analytics. I am focussing on not the visualization layer or the data layer, but on the <strong>analytics layer<\/strong>. In the presentation I am showing what we have been doing with data analytics and data mining in cyber security. I am showing some examples for three topics:<\/p>\n<ul>\n<li>Situational Awareness<\/li>\n<li>Exploration and Discovery<\/li>\n<li>Forensics<\/li>\n<\/ul>\n<p>At the end, I am presenting a number of challenges to the community; hard problems that we need help with to advance insights into cyber security of infrastructures and applications. The following slide summarizes the challenges I see in data mining for security:<\/p>\n<p><center><a href=\"http:\/\/raffy.ch\/blog\/wp-content\/uploads\/2013\/08\/Screen-Shot-2013-08-12-at-Aug-12-9.00.57-AM1.png\"><img decoding=\"async\" src=\"http:\/\/raffy.ch\/blog\/wp-content\/uploads\/2013\/08\/Screen-Shot-2013-08-12-at-Aug-12-9.00.57-AM1.png\" alt=\"\" title=\"Screen Shot 2013-08-12 at Aug 12  9.00.57 AM\" width=\"550\" class=\"alignright size-full wp-image-644\" srcset=\"https:\/\/raffy.ch\/blog\/wp-content\/uploads\/2013\/08\/Screen-Shot-2013-08-12-at-Aug-12-9.00.57-AM1.png 959w, https:\/\/raffy.ch\/blog\/wp-content\/uploads\/2013\/08\/Screen-Shot-2013-08-12-at-Aug-12-9.00.57-AM1-300x150.png 300w\" sizes=\"(max-width: 959px) 100vw, 959px\" \/><\/a><\/center><\/p>\n<p>If you have any suggestions on each of the challenges, please contact me or comment on this post!<\/p>\n<p>The complete presentation is here: <strong><a href=\"http:\/\/www.slideshare.net\/zrlram\/kdd-2013-dm-challenges\">Cyber Security &#8211; How Visual Analytics Unlock Insight<\/a><\/strong>.<\/p>\n<div style=\"display: none;\">Calculate addresses <a href=\"http:\/\/ipv6.ztsoftware.net\/ipv4-to-ipv6\/\"><b>ipv6 to ipv4<\/b><\/a><\/div>\n<p><center><iframe loading=\"lazy\" width=\"420\" height=\"315\" src=\"http:\/\/www.youtube.com\/embed\/CEAMF0TaUUU?rel=0\" frameborder=\"0\" allowfullscreen><\/iframe><\/center><\/p>\n","protected":false},"excerpt":{"rendered":"<p>I was greatly honored when I got an invitation from the Conference on Knowledge Discovery and Data Mining (KDD) to give a talk about data mining and cyber security. Knowing me, you might be able to guess the topic I chose to present: Visual Analytics. I am focussing on not the visualization layer or the [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[35,2],"tags":[],"class_list":["post-636","post","type-post","status-publish","format-standard","hentry","category-security-intelligence","category-visualization"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/raffy.ch\/blog\/wp-json\/wp\/v2\/posts\/636","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/raffy.ch\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/raffy.ch\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/raffy.ch\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/raffy.ch\/blog\/wp-json\/wp\/v2\/comments?post=636"}],"version-history":[{"count":16,"href":"https:\/\/raffy.ch\/blog\/wp-json\/wp\/v2\/posts\/636\/revisions"}],"predecessor-version":[{"id":652,"href":"https:\/\/raffy.ch\/blog\/wp-json\/wp\/v2\/posts\/636\/revisions\/652"}],"wp:attachment":[{"href":"https:\/\/raffy.ch\/blog\/wp-json\/wp\/v2\/media?parent=636"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/raffy.ch\/blog\/wp-json\/wp\/v2\/categories?post=636"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/raffy.ch\/blog\/wp-json\/wp\/v2\/tags?post=636"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}