{"id":39746,"date":"2026-03-18T16:28:11","date_gmt":"2026-03-18T15:28:11","guid":{"rendered":"https:\/\/www.graviton.at\/letterswaplibrary\/dataset-sec-cyber-incidents-disclosures-labeled-by-threat-type-and-impact\/"},"modified":"2026-03-18T16:28:11","modified_gmt":"2026-03-18T15:28:11","slug":"dataset-sec-cyber-incidents-disclosures-labeled-by-threat-type-and-impact","status":"publish","type":"post","link":"https:\/\/www.graviton.at\/letterswaplibrary\/dataset-sec-cyber-incidents-disclosures-labeled-by-threat-type-and-impact\/","title":{"rendered":"Dataset: SEC Cyber Incidents Disclosures Labeled By Threat Type And Impact"},"content":{"rendered":"<p><!-- SC_OFF --><\/p>\n<div class=\"md\">\n<p><strong>Disclosure:<\/strong> I created and host this dataset.<\/p>\n<p>I compiled a dataset of 80 cybersecurity incident disclosures from SEC filings (primarily 8-K reports) and labeled them using a structured taxonomy.<\/p>\n<p>The goal was to create a more usable dataset for analyzing real-world cyber incidents based on public disclosures.<\/p>\n<p><strong>Dataset includes:<\/strong><\/p>\n<ul>\n<li>Threat type classification (ransomware, data theft, insider, supply chain, etc.)<\/li>\n<li>Indicators of business impact (operational disruption, recovery status)<\/li>\n<li>Sector categorization (e.g., financial services)<\/li>\n<li>Whether cyber insurance was mentioned<\/li>\n<li>Source filing references (SEC EDGAR)<\/li>\n<\/ul>\n<p><strong>Some high-level observations from the dataset:<\/strong><\/p>\n<ul>\n<li>~72% of cases indicate incomplete recovery or significant disruption<\/li>\n<li>50% involve data theft or exposure<\/li>\n<li>Financial services is the most represented sector<\/li>\n<li>~18% mention cyber insurance<\/li>\n<\/ul>\n<p><strong>Methodology:<\/strong><\/p>\n<ul>\n<li>Source: SEC EDGAR (8-K incident disclosures)<\/li>\n<li>Manual review of each case<\/li>\n<li>Consistent tagging using a predefined taxonomy<\/li>\n<li>AI used to assist classification consistency (not fully automated)<\/li>\n<\/ul>\n<p><strong>Limitations:<\/strong><\/p>\n<ul>\n<li>Disclosure quality varies significantly<\/li>\n<li>Many filings are intentionally vague<\/li>\n<li>Sample size is still relatively small (n=80)<\/li>\n<\/ul><\/div>\n<p><!-- SC_ON -->   submitted by   <a href=\"https:\/\/www.reddit.com\/user\/LordKittyPanther\"> \/u\/LordKittyPanther <\/a> <br \/> <span><a href=\"https:\/\/www.dukesecurity.ai\/incidents\">[link]<\/a><\/span>   <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1rx5q0l\/dataset_sec_cyber_incidents_disclosures_labeled\/\">[comments]<\/a><\/span><\/p><div class='watch-action'><div class='watch-position align-right'><div class='action-like'><a class='lbg-style1 like-39746 jlk' href='javascript:void(0)' data-task='like' data-post_id='39746' data-nonce='bc39e8310e' rel='nofollow'><img class='wti-pixel' src='https:\/\/www.graviton.at\/letterswaplibrary\/wp-content\/plugins\/wti-like-post\/images\/pixel.gif' title='Like' \/><span class='lc-39746 lc'>0<\/span><\/a><\/div><\/div> <div class='status-39746 status align-right'><\/div><\/div><div class='wti-clear'><\/div>","protected":false},"excerpt":{"rendered":"<p>Disclosure: I created and host this dataset. I compiled a dataset of 80 cybersecurity incident disclosures from&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[85],"tags":[],"class_list":["post-39746","post","type-post","status-publish","format-standard","hentry","category-datatards","wpcat-85-id"],"_links":{"self":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts\/39746","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/comments?post=39746"}],"version-history":[{"count":0,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts\/39746\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/media?parent=39746"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/categories?post=39746"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/tags?post=39746"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}