CVE-KEV Snapshot — Offline Quickstart

Snapshot as of (UTC): 2025-10-29T13:51:37Z

Total CVE rows: 12307 · Total KEV rows: 28

Accuracy at a glance

cvss_v3_presence_ratio0.760137
cwe_presence_ratio0.827659
kev_cve_coverage_ratio_within_window1.0
kev_rows_total_fetched1451
kev_rows_within_window28
kev_rows_filtered_out1423
kev_within_window_over_global_ratio0.019297
rejected_cve_count103
url_shape_failures0
http_head_failures_hard744
http_head_failures_flaky5487
dead_reference_links6231
duplicate_edges_dropped2027

Notes: http_head_failures_hard are definitive HTTP errors (4xx/5xx); http_head_failures_flaky are timeouts or rate limiting. dead_reference_links equals the sum of these categories in this snapshot.

Data previews

Top KEV CVEs by CVSS (max 20)

cve_id cvss_v3_score date_added notes
CVE-2025-54253 10.0 2025-10-15 https://helpx.adobe.com/security/products/aem-forms/apsb25-82.html ; https://nvd.nist.gov/vuln/detail/CVE-2025-54253
CVE-2025-10035 10.0 2025-09-29 https://www.fortra.com/security/advisories/product-security/fi-2025-012 ; https://nvd.nist.gov/vuln/detail/CVE-2025-10035
CVE-2025-20333 9.9 2025-09-25 CISA Mitigation Instructions: https://www.cisa.gov/news-events/directives/ed-25-03-identify-and-mitigate-potential-compromise-cisco-devices ; https://www.cisa.gov/news-events/directives/supplemental-direction-ed-25-03-core-dump-and-hunt-instructions ; https://www.cisa.gov/eviction-strategies-tool/create-from-template ; https://sec.cloudapps.cisco.com/security/center/resources/asa_ftd_continued_attacks ; https://sec.cloudapps.cisco.com/security/center/private/resources/asa_ftd_continued_attacks#Details ; https://sec.cloudapps.cisco.com/security/center/content/CiscoSecurityAdvisory/cisco-sa-asaftd-webvpn-z5xP8EUB ; https://nvd.nist.gov/vuln/detail/CVE-2025-20333
CVE-2025-59287 9.8 2025-10-24 https://msrc.microsoft.com/update-guide/en-US/vulnerability/CVE-2025-59287 ; https://nvd.nist.gov/vuln/detail/CVE-2025-59287
CVE-2025-61932 9.8 2025-10-22 https://www.motex.co.jp/news/notice/2025/release251020/ ; https://nvd.nist.gov/vuln/detail/CVE-2025-61932
CVE-2025-61882 9.8 2025-10-06 https://www.oracle.com/security-alerts/alert-cve-2025-61882.html ; https://nvd.nist.gov/vuln/detail/CVE-2025-61882
CVE-2025-10585 9.8 2025-09-23 https://chromereleases.googleblog.com/2025/09/stable-channel-update-for-desktop_17.html ; https://nvd.nist.gov/vuln/detail/CVE-2025-10585
CVE-2025-57819 9.8 2025-08-29 https://github.com/FreePBX/security-reporting/security/advisories/GHSA-m42g-xg4c-5f3h ; https://nvd.nist.gov/vuln/detail/CVE-2025-57819
CVE-2025-7775 9.8 2025-08-26 https://support.citrix.com/support-home/kbsearch/article?articleNumber=CTX694938 ; https://nvd.nist.gov/vuln/detail/CVE-2025-7775
CVE-2025-54948 9.4 2025-08-18 https://success.trendmicro.com/en-US/solution/KA-0020652 ; N/A ; https://nvd.nist.gov/vuln/detail/CVE-2025-54948
CVE-2025-6205 9.1 2025-10-28 https://www.3ds.com/trust-center/security/security-advisories/cve-2025-6205 ; https://nvd.nist.gov/vuln/detail/CVE-2025-6205
CVE-2025-54236 9.1 2025-10-24 https://experienceleague.adobe.com/en/docs/experience-cloud-kcs/kbarticles/ka-27397 ; https://nvd.nist.gov/vuln/detail/CVE-2025-54236
CVE-2025-53690 9.0 2025-09-04 https://support.sitecore.com/kb?id=kb_article_view&sysparm_article=KB1003865 ; https://nvd.nist.gov/vuln/detail/CVE-2025-53690
CVE-2025-21043 8.8 2025-10-02 https://security.samsungmobile.com/securityUpdate.smsb?year=2025&month=09 ; https://nvd.nist.gov/vuln/detail/CVE-2025-21043
CVE-2025-48543 8.8 2025-09-04 https://source.android.com/docs/security/bulletin/2025-09-01 ; https://nvd.nist.gov/vuln/detail/CVE-2025-48543
CVE-2025-43300 8.8 2025-08-21 https://support.apple.com/en-us/124925 ; https://support.apple.com/en-us/124926 ; https://support.apple.com/en-us/124927 ; https://support.apple.com/en-us/124928 ; https://support.apple.com/en-us/124929 ; https://nvd.nist.gov/vuln/detail/CVE-2025-43300
CVE-2025-8876 8.8 2025-08-13 https://status.n-able.com/2025/08/13/announcing-the-ga-of-n-central-2025-3-1/ ; https://nvd.nist.gov/vuln/detail/CVE-2025-8876
CVE-2025-8088 8.8 2025-08-12 https://www.win-rar.com/singlenewsview.html?&L=0&tx_ttnews%5Btt_news%5D=283&cHash=a64b4a8f662d3639dec8d65f47bc93c5 ; https://nvd.nist.gov/vuln/detail/CVE-2025-8088
CVE-2025-6204 8.0 2025-10-28 https://www.3ds.com/trust-center/security/security-advisories/cve-2025-6204 ; https://nvd.nist.gov/vuln/detail/CVE-2025-6204
CVE-2025-59230 7.8 2025-10-14 https://msrc.microsoft.com/update-guide/en-US/vulnerability/CVE-2025-59230 ; https://nvd.nist.gov/vuln/detail/CVE-2025-59230

CWE pivot (max 20)

cwe cnt
CWE-79 1941
CWE-89 1179
CWE-74 686
CWE-862 462
CWE-94 411
CWE-284 348
CWE-352 332
CWE-78 321
CWE-121 296
CWE-434 276
CWE-22 264
CWE-119 242
CWE-77 239
CWE-200 229
CWE-416 218
CWE-125 205
CWE-787 192
CWE-20 171
CWE-502 169
CWE-918 167

Citations for a CVE (sample)

cve_id reference_url
CVE-2025-54589 https://github.com/9001/copyparty/commit/a8705e611d05eeb22be5d3d7d9ab5c020fe54c62
CVE-2025-54589 https://github.com/9001/copyparty/releases/tag/v1.18.7
CVE-2025-54589 https://github.com/9001/copyparty/security/advisories/GHSA-8mx2-rjh8-q3jq
CVE-2025-7738 https://access.redhat.com/errata/RHSA-2025:12772
CVE-2025-7738 https://access.redhat.com/security/cve/CVE-2025-7738
CVE-2025-7738 https://bugzilla.redhat.com/show_bug.cgi?id=2381589
CVE-2025-8407 https://code-projects.org/
CVE-2025-8407 https://github.com/wllovemy/cve/issues/3
CVE-2025-8407 https://vuldb.com/?ctiid.318395
CVE-2025-8407 https://vuldb.com/?id.318395
CVE-2025-8407 https://vuldb.com/?submit.624009
CVE-2011-10008 https://raw.githubusercontent.com/rapid7/metasploit-framework/master/modules/exploits/windows/fileformat/mplayer_m3u_bof.rb
CVE-2011-10008 https://www.exploit-db.com/exploits/17013
CVE-2011-10008 https://www.vulncheck.com/advisories/mplayer-lite-r33064-m3u-stack-based-buffer-overflow
CVE-2012-10021 https://forums.dlink.com/index.php?topic=51923.0
CVE-2012-10021 https://raw.githubusercontent.com/rapid7/metasploit-framework/master/modules/exploits/linux/http/dlink_dir605l_captcha_bof.rb
CVE-2012-10021 https://web.archive.org/web/20121012062554/http://www.devttys0.com/2012/10/exploiting-a-mips-stack-overflow/
CVE-2012-10021 https://www.exploit-db.com/exploits/29127
CVE-2012-10021 https://www.vulncheck.com/advisories/dlink-dir605l-captcha-handling-stack-based-buffer-overflow
CVE-2013-10033 https://raw.githubusercontent.com/rapid7/metasploit-framework/master/modules/exploits/unix/webapp/kimai_sqli.rb

Provenance sample

cve_id source source_url retrieved_at source_record_hash
CVE-2005-10004 nvd https://services.nvd.nist.gov/rest/json/cves/2.0?pubStartDate=2025-07-31T13:51:37.000Z&pubEndDate=2025-10-29T13:51:37.000Z&resultsPerPage=2000&startIndex=2000 2025-10-29 06:52:01.759408-07:00 2a55c362bb75b1cf2ccee02b7ac3b31a11e1e546ad68e5fc28f0cd656375de41
CVE-2008-20001 nvd https://services.nvd.nist.gov/rest/json/cves/2.0?pubStartDate=2025-07-31T13:51:37.000Z&pubEndDate=2025-10-29T13:51:37.000Z&resultsPerPage=2000&startIndex=2000 2025-10-29 06:52:01.759408-07:00 d95f6a12b98c9caebea1c431ba26e4a8b8b77711cd94eccd7abc43a9ec39aa94
CVE-2009-10005 nvd https://services.nvd.nist.gov/rest/json/cves/2.0?pubStartDate=2025-07-31T13:51:37.000Z&pubEndDate=2025-10-29T13:51:37.000Z&resultsPerPage=2000&startIndex=2000 2025-10-29 06:52:01.759408-07:00 a40b9fda78392a9207ebb108cfcc38f34ecca7f4028b4d98f96abbba244b48f4
CVE-2009-10006 nvd https://services.nvd.nist.gov/rest/json/cves/2.0?pubStartDate=2025-07-31T13:51:37.000Z&pubEndDate=2025-10-29T13:51:37.000Z&resultsPerPage=2000&startIndex=2000 2025-10-29 06:52:01.759408-07:00 a06f93253a5961c5dcdfafc518d6f70b1b57faef5f20cdd9e0368f927f6e5c23
CVE-2009-20002 nvd https://services.nvd.nist.gov/rest/json/cves/2.0?pubStartDate=2025-07-31T13:51:37.000Z&pubEndDate=2025-10-29T13:51:37.000Z&resultsPerPage=2000&startIndex=2000 2025-10-29 06:52:01.759408-07:00 a0293a64b504ab0094417c0feeb192786b5d5c857b944f287f28fa6ab8e28453

RAG configuration

model_name=BAAI/bge-small-en-v1.5, dim=384, normalize=True, metric=IP, texts_count=12335

Retrieval requires the model to be present in the local cache; no downloads are attempted.

Limits & assumptions

Links