CVE-KEV Snapshot — Offline Quickstart (HTML)

CVE-KEV Snapshot — Offline Quickstart

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

Total CVE rows: 12307 · Total KEV rows: 28

Validation Report
Integrity Check
Build Manifest

Accuracy at a glance

cvss_v3_presence_ratio	0.760137
cwe_presence_ratio	0.827659
kev_cve_coverage_ratio_within_window	1.0
kev_rows_total_fetched	1451
kev_rows_within_window	28
kev_rows_filtered_out	1423
kev_within_window_over_global_ratio	0.019297
rejected_cve_count	103
url_shape_failures	0
http_head_failures_hard	744
http_head_failures_flaky	5487
dead_reference_links	6231
duplicate_edges_dropped	2027

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

Point-in-time snapshot; no update cadence.

Upstream truth: reflects NVD (PD) and CISA KEV (CC0).

KEV is filtered to the same NVD window; only KEV CVEs that are also in the NVD window are included. Edges never reference out‑of‑window CVEs.

URL checks are bounded; timeouts possible.

Texts for RAG are PD/CC0-only.

Links

OVX_quickstart.ipynb

parquet/

docs/