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Exploit Prediction Scoring System (EPSS)
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opportunities, and details about the FIRST learning platform.</span></span></a> <a href="/participate" data-title="Participate"><img alt="Participate" src="/_/img/icon-participate.svg"><span class="tt-participate">Participate<span>Read about upcoming events, SIGs, and know what is going on.</span></span></a></p> </div></div></div></header><div id="body" data-studio="CU52CV1W8g"><div id="c1" data-studio="Yu8FjCC11g"><img src="figures/epss_logo-1.png" width="30%" /> <h1 id="EPSS-Data">EPSS Data</h1> <p>The current fields in the available data are:</p> <ul> <li><code>cve</code> : The CVE identifier as specified by MITRE’s CVE List</li> <li><code>epss</code> : the EPSS score representing the probability [0-1] of exploitation in the wild in the next 30 days (following score publication)</li> <li><code>percentile</code> : the percentile of the current score, the proportion of all scored vulnerabilities with the same or a lower EPSS score</li> </ul> <p><a href="https://epss.cyentia.com/epss_scores-current.csv.gz"><img alt="Download the data" src="download.png" width=200></a></p> <p>The comma-separated values (CSV) contain the CVE Identifier and the EPSS score as of the date the data was generated.</p> <p>If you would like historical data for EPSS, you can directly access daily files by entering the target date into the URL in this format: <a href="https://epss.cyentia.com/epss_scores-YYYY-mm-dd.csv.gz">https://epss.cyentia.com/epss_scores-YYYY-mm-dd.csv.gz</a>, where <code>YYYY</code> is the four digit year, <code>mm</code> is the two digit month and <code>dd</code> is a two digit day. For example, if you want to pull February 1st, 2023, you would retrieve <a href="https://epss.cyentia.com/epss_scores-2023-02-01.csv.gz">https://epss.cyentia.com/epss_scores-2023-02-01.csv.gz</a>.</p> <p>If you do historical analysis, keep in mind the following dates:</p> <ul> <li>No scores are available before 2021-04-14</li> <li>EPSS v2 (v2022.01.01) started publishing on 2022-02-04, you will see a major shift in most scores on that day, and the files now include a comment at the start with <code>#</code> stating the model version and publish date.</li> <li>EPSS v3 (v2023.03.01) started publishing on 2023-03-07, you will see a major shift in most scores on that day.</li> </ul> <h1 id="EPSS-Report-for-Wednesday-Nov-27-2024">EPSS Report for Wednesday, Nov 27, 2024</h1> <ul> <li>268,062 total CVEs scored</li> <li>152 CVEs are newly scored</li> </ul> <img src="figures/top24_48hrs-1.png" width="80%" /> <img src="figures/changes_today-1.png" width="80%" /> <img src="figures/top48_30days-1.png" width="80%" /> <img src="figures/top48_90days-1.png" width="80%" /> <img src="figures/top_cve_last_30_days-1.png" width="80%" /> <img src="figures/vendor_scores-1.png" width="80%" /> <img src="figures/cvss_comparison_scatter_density-1.png" width="80%" /> <img src="figures/cve_pub_year_to_date-1.png" width="80%" /> <img src="figures/cve_pub_monthly-1.png" width="80%" /></div></div><div id="navbar" data-studio="CU52CV1W8g"><div id="c4" data-studio="Yu8FjCC11g"><ul class="navbar"><li><a href="/epss">Exploit Prediction Scoring System (EPSS)</a><ul><li><a href="/epss/model">The EPSS Model</a></li><li><a href="/epss/data_stats">Data and Statistics</a></li><li><a href="/epss/user-guide">User Guide</a></li><li><a href="/epss/research">EPSS Research and Presentations</a></li><li><a href="/epss/faq">Frequently Asked Questions</a></li><li><a href="/epss/who_is_using">Who is using EPSS?</a></li><li><a href="/epss/epss_tools">Open-source EPSS Tools</a></li><li><a href="/epss/api">API</a></li><li><a href="/epss/papers">Related Exploit Research</a></li><li><a>Blog</a><ul><li><a href="/epss/articles/prob_percentile_bins">Understanding EPSS Probabilities and Percentiles</a></li><li><a href="/epss/articles/log4shell">Log4Shell Use Case</a></li><li><a href="/epss/articles/estimating_old_cvss">Estimating CVSS v3 Scores for 100,000 Older Vulnerabilities</a></li></ul></li><li><a href="/epss/partners">Data Partners</a></li></ul></li></ul></div></div><div id="sidebar" data-studio="CU52CV1W8g"></div><footer><div id="footer" data-studio="CU52CV1W8g"><div id="c2" data-studio="Yu8FjCC11g"><div class="content"> <div class="support"> <div class="kbsearch bottom"> <p><a href="https://support.first.org"><img src="/_/img/icon-portal_support.svg" alt="FIRST Support" title="FIRST Support" /></a> <input class="kb-search" type="search" placeholder="Do you need help?"></p> </div> </div> <div id="socialnetworks"><a href="/about/sdg" title="FIRST Supported Sustainable Development Goals (SDG)" class="icon-sdg"></a><a rel="me" href="https://infosec.exchange/@firstdotorg" target="_blank" title="@FIRSTdotOrg@infosec.exchange" class="icon-mastodon"></a><a href="https://twitter.com/FIRSTdotOrg" target="_blank" title="Twitter @FIRSTdotOrg" class="icon-tw"></a><a href="https://www.linkedin.com/company/firstdotorg" target="_blank" title="FIRST.Org at LinkedIn" class="icon-linkedin"></a><a href="https://www.facebook.com/FIRSTdotorg" target="_blank" title="FIRST.Org at Facebook" class="icon-fb"></a><a href="https://github.com/FIRSTdotorg" target="_blank" title="FIRST.Org at Github" class="icon-github"></a><a href="https://www.youtube.com/c/FIRSTdotorg" target="_blank" title="FIRST.Org at Youtube" class="icon-youtube"></a><a href="/podcasts" title="FIRST.Org Podcasts" class="icon-podcast"></a></div> <p><a href="/copyright">Copyright</a> © 2015—2024 by Forum of Incident Response and Security Teams, Inc. 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