Lilambd world ledgers
Collection
Sourced, counted-not-modelled world data: daily censuses, Earth and science ledgers, markets, and Japan tables. Every row says where it came from. • 16 items • Updated
cve_id stringlengths 13 16 | published stringdate 1999-01-01 00:00:00 2026-11-03 00:00:00 | last_modified stringdate 2023-11-07 00:00:00 2026-11-03 00:00:00 | status stringclasses 7
values | cvss3 float64 0 10 ⌀ | cvss3_severity stringclasses 5
values | cvss4 float64 0 10 ⌀ | cvss4_severity stringclasses 5
values | cwes stringlengths 5 72 ⌀ | vendors stringlengths 1 463 ⌀ | products stringlengths 3 116k ⌀ | epss float64 0 1 ⌀ | epss_percentile float64 0 1 ⌀ | epss_date stringdate 2026-11-02 00:00:00 2026-11-02 00:00:00 ⌀ | kev bool 2
classes | kev_added stringclasses 494
values | kev_due stringclasses 519
values | kev_ransomware stringclasses 2
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
CVE-1999-0001 | 1999-12-30 | 2026-06-16 | Modified | null | null | null | null | CWE-20 | bsdi;freebsd;openbsd | bsdi:bsd_os;freebsd:freebsd;openbsd:openbsd | 0.04753 | 0.91883 | 2026-11-02 | false | null | null | null |
CVE-1999-0020 | 1999-01-01 | 2023-11-07 | Rejected | null | null | null | null | null | null | null | null | null | null | false | null | null | null |
CVE-1999-0063 | 1999-01-11 | 2026-06-16 | Modified | null | null | null | null | null | cisco | cisco:ios | 0.08247 | 0.949 | 2026-11-02 | false | null | null | null |
CVE-1999-0110 | 1999-01-01 | 2023-11-07 | Rejected | null | null | null | null | null | null | null | null | null | null | false | null | null | null |
CVE-1999-0119 | 1999-01-19 | 2026-06-16 | Modified | null | null | null | null | null | microsoft | microsoft:windows_nt | 0.0609 | 0.9342 | 2026-11-02 | false | null | null | null |
CVE-1999-0121 | 1999-01-21 | 2026-06-16 | Modified | null | null | null | null | null | null | null | 0.00445 | 0.38702 | 2026-11-02 | false | null | null | null |
CVE-1999-0140 | 1999-06-30 | 2026-06-16 | Modified | null | null | null | null | null | microsoft | microsoft:windows_nt | 0.13572 | 0.96461 | 2026-11-02 | false | null | null | null |
CVE-1999-0154 | 1999-12-31 | 2026-06-16 | Modified | null | null | null | null | null | microsoft | microsoft:internet_information_server;microsoft:internet_information_services | 0.40015 | 0.98631 | 2026-11-02 | false | null | null | null |
CVE-1999-0187 | 1999-01-01 | 2023-11-07 | Rejected | null | null | null | null | null | null | null | null | null | null | false | null | null | null |
CVE-1999-0194 | 1999-05-01 | 2026-06-16 | Modified | null | null | null | null | null | null | null | 0.01386 | 0.72233 | 2026-11-02 | false | null | null | null |
CVE-1999-0197 | 1999-01-01 | 2026-06-16 | Modified | null | null | null | null | null | null | null | 0.01648 | 0.76485 | 2026-11-02 | false | null | null | null |
CVE-1999-0198 | 1999-01-01 | 2026-06-16 | Modified | null | null | null | null | null | null | null | 0.01648 | 0.76485 | 2026-11-02 | false | null | null | null |
CVE-1999-0200 | 1999-01-01 | 2026-06-16 | Modified | null | null | null | null | null | null | null | 0.01603 | 0.75838 | 2026-11-02 | false | null | null | null |
CVE-1999-0205 | 1999-01-01 | 2026-06-16 | Modified | null | null | null | null | null | eric_allman | eric_allman:sendmail | 0.01348 | 0.71466 | 2026-11-02 | false | null | null | null |
CVE-1999-0220 | 1999-01-01 | 2026-06-16 | Modified | null | null | null | null | null | null | null | 0.01603 | 0.7584 | 2026-11-02 | false | null | null | null |
CVE-1999-0221 | 1999-03-01 | 2026-06-16 | Modified | null | null | null | null | null | lucent | lucent:ascend_routers | 0.01423 | 0.72882 | 2026-11-02 | false | null | null | null |
CVE-1999-0222 | 1999-03-01 | 2026-06-16 | Modified | null | null | null | null | null | cisco | cisco:router | 0.01386 | 0.72233 | 2026-11-02 | false | null | null | null |
CVE-1999-0223 | 1999-03-01 | 2026-06-16 | Modified | null | null | null | null | null | sun | sun:sunos | 0.00313 | 0.24223 | 2026-11-02 | false | null | null | null |
CVE-1999-0224 | 1999-07-23 | 2026-06-16 | Modified | null | null | null | null | null | microsoft | microsoft:windows_nt | 0.16792 | 0.9704 | 2026-11-02 | false | null | null | null |
CVE-1999-0226 | 1999-01-01 | 2026-06-16 | Modified | null | null | null | null | CWE-19 | microsoft | microsoft:windows_nt | 0.05926 | 0.93254 | 2026-11-02 | false | null | null | null |
CVE-1999-0229 | 1999-05-12 | 2026-06-16 | Modified | null | null | null | null | null | microsoft | microsoft:internet_information_server | 0.05873 | 0.9321 | 2026-11-02 | false | null | null | null |
CVE-1999-0231 | 1999-01-01 | 2026-06-16 | Modified | null | null | null | null | null | seattle_lab_software | seattle_lab_software:slmail | 0.01379 | 0.72098 | 2026-11-02 | false | null | null | null |
CVE-1999-0240 | 1999-01-01 | 2026-06-16 | Modified | null | null | null | null | null | null | null | 0.01297 | 0.70377 | 2026-11-02 | false | null | null | null |
CVE-1999-0243 | 1999-01-01 | 2026-06-16 | Modified | null | null | null | null | null | null | null | 0.01603 | 0.75839 | 2026-11-02 | false | null | null | null |
CVE-1999-0248 | 1999-01-01 | 2026-06-16 | Modified | null | null | null | null | null | ssh | ssh:ssh | 0.01603 | 0.75829 | 2026-11-02 | false | null | null | null |
CVE-1999-0255 | 1999-01-01 | 2026-06-16 | Modified | null | null | null | null | null | null | null | 0.03 | 0.87364 | 2026-11-02 | false | null | null | null |
CVE-1999-0261 | 1999-03-01 | 2026-06-16 | Modified | null | null | null | null | null | null | null | 0.01379 | 0.72098 | 2026-11-02 | false | null | null | null |
CVE-1999-0268 | 1999-01-01 | 2026-06-16 | Modified | null | null | null | null | null | metainfo | metainfo:metaweb | 0.06034 | 0.93363 | 2026-11-02 | false | null | null | null |
CVE-1999-0276 | 1999-01-01 | 2026-06-16 | Modified | null | null | null | null | null | hughes | hughes:msql | 0.02999 | 0.87361 | 2026-11-02 | false | null | null | null |
CVE-1999-0283 | 1999-01-01 | 2026-06-16 | Modified | null | null | null | null | null | null | null | 0.08852 | 0.95205 | 2026-11-02 | false | null | null | null |
CVE-1999-0285 | 1999-01-01 | 2026-06-16 | Modified | null | null | null | null | null | microsoft | microsoft:windows_nt | 0.06693 | 0.93911 | 2026-11-02 | false | null | null | null |
CVE-1999-0286 | 1999-01-01 | 2026-06-16 | Modified | null | null | null | null | null | null | null | 0.0199 | 0.80658 | 2026-11-02 | false | null | null | null |
CVE-1999-0287 | 1999-04-09 | 2026-06-16 | Modified | null | null | null | null | null | webcom | webcom:cgi_guestbook | 0.06169 | 0.93488 | 2026-11-02 | false | null | null | null |
CVE-1999-0289 | 1999-12-12 | 2026-06-16 | Modified | null | null | null | null | null | apache | apache:http_server | 0.03682 | 0.89685 | 2026-11-02 | false | null | null | null |
CVE-1999-0291 | 1999-02-01 | 2026-06-16 | Modified | null | null | null | null | null | qbik | qbik:wingate | 0.02134 | 0.81996 | 2026-11-02 | false | null | null | null |
CVE-1999-0317 | 1999-11-25 | 2026-06-16 | Modified | null | null | null | null | null | linux | linux:linux_kernel | 0.0041 | 0.35289 | 2026-11-02 | false | null | null | null |
CVE-1999-0347 | 1999-01-26 | 2026-06-16 | Modified | null | null | null | null | null | null | null | 0.07463 | 0.94465 | 2026-11-02 | false | null | null | null |
CVE-1999-0348 | 1999-01-27 | 2026-06-16 | Modified | null | null | null | null | CWE-200 | microsoft | microsoft:internet_information_server | 0.10562 | 0.95779 | 2026-11-02 | false | null | null | null |
CVE-1999-0349 | 1999-01-27 | 2026-06-16 | Modified | null | null | null | null | CWE-119 | microsoft | microsoft:internet_information_server | 0.17925 | 0.9718 | 2026-11-02 | false | null | null | null |
CVE-1999-0350 | 1999-02-08 | 2026-06-16 | Modified | null | null | null | null | null | rational_software | rational_software:clearcase | 0.00641 | 0.50693 | 2026-11-02 | false | null | null | null |
CVE-1999-0351 | 1999-02-01 | 2026-06-16 | Modified | null | null | null | null | null | ftp | ftp:ftp_pasv | 0.01571 | 0.75384 | 2026-11-02 | false | null | null | null |
CVE-1999-0352 | 1999-01-25 | 2026-06-16 | Modified | null | null | null | null | null | null | null | 0.00306 | 0.23398 | 2026-11-02 | false | null | null | null |
CVE-1999-0353 | 1999-02-10 | 2026-06-16 | Modified | null | null | null | null | null | hp | hp:hp-ux | 0.02415 | 0.84135 | 2026-11-02 | false | null | null | null |
CVE-1999-0354 | 1999-11-01 | 2026-06-16 | Modified | null | null | null | null | null | microsoft | microsoft:internet_explorer;microsoft:word | 0.05209 | 0.92497 | 2026-11-02 | false | null | null | null |
CVE-1999-0355 | 1999-01-01 | 2026-06-16 | Modified | null | null | null | null | null | broadcom | broadcom:controlit | 0.01823 | 0.78791 | 2026-11-02 | false | null | null | null |
CVE-1999-0356 | 1999-01-25 | 2026-06-16 | Modified | null | null | null | null | null | null | null | 0.01338 | 0.71256 | 2026-11-02 | false | null | null | null |
CVE-1999-0357 | 1999-01-25 | 2026-06-16 | Modified | null | null | null | null | null | microsoft | microsoft:windows_98 | 0.16536 | 0.97005 | 2026-11-02 | false | null | null | null |
CVE-1999-0358 | 1999-02-01 | 2026-06-16 | Modified | null | null | null | null | null | digital | digital:unix | 0.00382 | 0.32187 | 2026-11-02 | false | null | null | null |
CVE-1999-0360 | 1999-01-30 | 2026-06-16 | Modified | null | null | null | null | null | microsoft | microsoft:site_server | 0.05576 | 0.9288 | 2026-11-02 | false | null | null | null |
CVE-1999-0361 | 1999-01-01 | 2026-06-16 | Modified | null | null | null | null | null | null | null | 0.01603 | 0.75839 | 2026-11-02 | false | null | null | null |
CVE-1999-0362 | 1999-02-02 | 2026-06-16 | Modified | null | null | null | null | null | ipswitch | ipswitch:ws_ftp_server | 0.02052 | 0.81261 | 2026-11-02 | false | null | null | null |
CVE-1999-0363 | 1999-02-02 | 2026-06-16 | Modified | null | null | null | null | null | plp;suse | plp:line_printer_control;suse:suse_linux | 0.00779 | 0.55906 | 2026-11-02 | false | null | null | null |
CVE-1999-0364 | 1999-01-01 | 2026-06-16 | Modified | null | null | null | null | null | fms_inc.;microsoft | fms_inc.:total_vb_sourcebook;microsoft:access | 0.05193 | 0.92472 | 2026-11-02 | false | null | null | null |
CVE-1999-0365 | 1999-02-04 | 2026-06-16 | Modified | null | null | null | null | null | metainfo | metainfo:metaip;metainfo:sendmail | 0.04057 | 0.90656 | 2026-11-02 | false | null | null | null |
CVE-1999-0366 | 1999-02-08 | 2026-06-16 | Modified | null | null | null | null | CWE-287 | microsoft | microsoft:windows_nt | 0.03686 | 0.89694 | 2026-11-02 | false | null | null | null |
CVE-1999-0367 | 1999-02-09 | 2026-06-16 | Modified | null | null | null | null | null | netbsd | netbsd:netbsd | 0.00327 | 0.25773 | 2026-11-02 | false | null | null | null |
CVE-1999-0368 | 1999-02-09 | 2026-06-16 | Modified | null | null | null | null | null | proftpd_project;washington_university;caldera;debian;redhat;sco;slackware | proftpd_project:proftpd;washington_university:wu-ftpd;caldera:openlinux;debian:debian_linux;redhat:linux;sco:openserver;sco:unixware;slackware:slackware_linux | 0.39839 | 0.98624 | 2026-11-02 | false | null | null | null |
CVE-1999-0370 | 1999-02-10 | 2026-06-16 | Modified | null | null | null | null | null | sun | sun:solaris;sun:sunos | 0.00333 | 0.26685 | 2026-11-02 | false | null | null | null |
CVE-1999-0371 | 1999-02-11 | 2026-06-16 | Modified | null | null | null | null | null | university_of_kansas | university_of_kansas:lynx | 0.00301 | 0.22863 | 2026-11-02 | false | null | null | null |
CVE-1999-0372 | 1999-02-12 | 2026-06-16 | Modified | null | null | null | null | CWE-200 | microsoft | microsoft:windows_2000;microsoft:windows_nt;microsoft:backoffice | 0.04186 | 0.90929 | 2026-11-02 | false | null | null | null |
CVE-1999-0373 | 1999-02-01 | 2026-06-16 | Modified | null | null | null | null | null | debian | debian:debian_linux | 0.00458 | 0.39704 | 2026-11-02 | false | null | null | null |
CVE-1999-0374 | 1999-02-16 | 2026-06-16 | Modified | null | null | null | null | null | debian | debian:debian_linux | 0.00406 | 0.34863 | 2026-11-02 | false | null | null | null |
CVE-1999-0375 | 1999-02-16 | 2026-06-16 | Modified | null | null | null | null | null | network_flight_recorder | network_flight_recorder:network_flight_recorder | 0.02667 | 0.85735 | 2026-11-02 | false | null | null | null |
CVE-1999-0376 | 1999-02-20 | 2026-06-16 | Modified | null | null | null | null | null | microsoft | microsoft:windows_nt | 0.02439 | 0.84294 | 2026-11-02 | false | null | null | null |
CVE-1999-0377 | 1999-02-22 | 2026-06-16 | Modified | null | null | null | null | null | unix | unix:unix | 0.01874 | 0.79382 | 2026-11-02 | false | null | null | null |
CVE-1999-0378 | 1999-02-22 | 2026-06-16 | Modified | null | null | null | null | null | trend_micro | trend_micro:interscan_viruswall | 0.01109 | 0.65893 | 2026-11-02 | false | null | null | null |
CVE-1999-0379 | 1999-02-22 | 2026-06-16 | Modified | null | null | null | null | null | microsoft | microsoft:backoffice_resource_kit | 0.05833 | 0.93167 | 2026-11-02 | false | null | null | null |
CVE-1999-0380 | 1999-02-25 | 2026-06-16 | Modified | null | null | null | null | null | seattle_lab_software | seattle_lab_software:slmail | 0.00329 | 0.26101 | 2026-11-02 | false | null | null | null |
CVE-1999-0381 | 1999-02-26 | 2026-06-16 | Modified | null | null | null | null | null | debian;linux | debian:debian_linux;linux:linux_kernel | 0.00727 | 0.54174 | 2026-11-02 | false | null | null | null |
CVE-1999-0382 | 1999-03-12 | 2026-06-16 | Modified | null | null | null | null | null | microsoft | microsoft:windows_nt | 0.03137 | 0.87897 | 2026-11-02 | false | null | null | null |
CVE-1999-0383 | 1999-02-02 | 2026-06-16 | Modified | null | null | null | null | null | acc | acc:tigris | 0.01132 | 0.66444 | 2026-11-02 | false | null | null | null |
CVE-1999-0384 | 1999-01-01 | 2026-06-16 | Modified | null | null | null | null | null | microsoft | microsoft:office;microsoft:outlook;microsoft:project;microsoft:visual_basic;microsoft:windows_2000;microsoft:windows_nt | 0.01167 | 0.67338 | 2026-11-02 | false | null | null | null |
CVE-1999-0386 | 1999-03-01 | 2026-06-16 | Modified | null | null | null | null | null | microsoft | microsoft:frontpage;microsoft:personal_web_server | 0.19101 | 0.97319 | 2026-11-02 | false | null | null | null |
CVE-1999-0387 | 1999-11-29 | 2026-06-16 | Modified | null | null | null | null | CWE-255 | microsoft | microsoft:windows_95;microsoft:windows_98 | 0.07853 | 0.94689 | 2026-11-02 | false | null | null | null |
CVE-1999-0388 | 1999-01-01 | 2026-06-16 | Modified | null | null | null | null | null | datalynx | datalynx:suguard | 0.00661 | 0.51638 | 2026-11-02 | false | null | null | null |
CVE-1999-0389 | 1999-01-03 | 2026-06-16 | Modified | null | null | null | null | null | debian | debian:debian_linux | 0.00421 | 0.36473 | 2026-11-02 | false | null | null | null |
CVE-1999-0390 | 1999-01-04 | 2026-06-16 | Modified | null | null | null | null | null | redhat;suse | redhat:linux;suse:suse_linux | 0.00439 | 0.38199 | 2026-11-02 | false | null | null | null |
CVE-1999-0391 | 1999-01-05 | 2026-06-16 | Modified | null | null | null | null | null | microsoft | microsoft:terminal_server;microsoft:windows_2000;microsoft:windows_nt | 0.04891 | 0.92082 | 2026-11-02 | false | null | null | null |
CVE-1999-0392 | 1999-01-10 | 2026-06-16 | Modified | null | null | null | null | null | thomas_boutell | thomas_boutell:cgic_library | 0.01435 | 0.73097 | 2026-11-02 | false | null | null | null |
CVE-1999-0393 | 1999-01-01 | 2026-06-16 | Modified | null | null | null | null | null | eric_allman | eric_allman:sendmail | 0.02427 | 0.8422 | 2026-11-02 | false | null | null | null |
CVE-1999-0394 | 1999-01-01 | 2026-06-16 | Modified | null | null | null | null | null | null | null | 0.01603 | 0.7584 | 2026-11-02 | false | null | null | null |
CVE-1999-0395 | 1999-01-01 | 2026-06-16 | Modified | null | null | null | null | null | backweb_technologies | backweb_technologies:backweb_polite_agent_protocol | 0.00885 | 0.5924 | 2026-11-02 | false | null | null | null |
CVE-1999-0396 | 1999-02-17 | 2026-06-16 | Modified | null | null | null | null | null | netbsd;openbsd | netbsd:netbsd;openbsd:openbsd | 0.01318 | 0.70815 | 2026-11-02 | false | null | null | null |
CVE-1999-0397 | 1999-01-01 | 2026-06-16 | Modified | null | null | null | null | null | null | null | 0.01603 | 0.75839 | 2026-11-02 | false | null | null | null |
CVE-1999-0398 | 1999-01-01 | 2026-06-16 | Modified | null | null | null | null | null | ssh | ssh:ssh;ssh:ssh2 | 0.00388 | 0.32933 | 2026-11-02 | false | null | null | null |
CVE-1999-0399 | 1999-01-01 | 2026-06-16 | Modified | null | null | null | null | null | khaled_mardam-bey | khaled_mardam-bey:mirc | 0.02673 | 0.85775 | 2026-11-02 | false | null | null | null |
CVE-1999-0400 | 1999-01-26 | 2026-06-16 | Modified | null | null | null | null | null | linux | linux:linux_kernel | 0.01019 | 0.63388 | 2026-11-02 | false | null | null | null |
CVE-1999-0401 | 1999-01-01 | 2026-06-16 | Modified | null | null | null | null | null | linux | linux:linux_kernel | 0.00308 | 0.2359 | 2026-11-02 | false | null | null | null |
CVE-1999-0402 | 1999-01-02 | 2026-06-16 | Modified | null | null | null | null | null | gnu | gnu:wget | 0.01481 | 0.73934 | 2026-11-02 | false | null | null | null |
CVE-1999-0403 | 1999-02-01 | 2026-06-16 | Modified | null | null | null | null | null | cyrix | cyrix:linux | 0.01299 | 0.70424 | 2026-11-02 | false | null | null | null |
CVE-1999-0404 | 1999-02-14 | 2026-06-16 | Modified | null | null | null | null | null | smartmax_software | smartmax_software:mailmax | 0.09801 | 0.95547 | 2026-11-02 | false | null | null | null |
CVE-1999-0405 | 1999-02-18 | 2026-06-16 | Modified | null | null | null | null | null | debian;freebsd;redhat;suse | debian:debian_linux;freebsd:freebsd;redhat:linux;suse:suse_linux | 0.00755 | 0.55115 | 2026-11-02 | false | null | null | null |
CVE-1999-0406 | 1999-02-19 | 2026-06-16 | Modified | null | null | null | null | null | digital | digital:unix | 0.00396 | 0.33847 | 2026-11-02 | false | null | null | null |
CVE-1999-0407 | 1999-02-09 | 2026-06-16 | Modified | null | null | null | null | null | microsoft | microsoft:internet_information_server | 0.05126 | 0.92393 | 2026-11-02 | false | null | null | null |
CVE-1999-0408 | 1999-02-25 | 2026-06-16 | Modified | null | null | null | null | null | sun | sun:cobalt_raq | 0.01506 | 0.74371 | 2026-11-02 | false | null | null | null |
CVE-1999-0409 | 1999-03-04 | 2026-06-16 | Modified | null | null | null | null | null | suse | suse:suse_linux | 0.00708 | 0.5347 | 2026-11-02 | false | null | null | null |
CVE-1999-0410 | 1999-03-05 | 2026-06-16 | Modified | null | null | null | null | null | sun | sun:sunos | 0.00688 | 0.52721 | 2026-11-02 | false | null | null | null |
CVE-1999-0411 | 1999-03-07 | 2026-06-16 | Modified | null | null | null | null | null | sco | sco:openserver | 0.00398 | 0.34066 | 2026-11-02 | false | null | null | null |
CVE-1999-0412 | 1999-02-19 | 2026-06-16 | Modified | null | null | null | null | null | microsoft | microsoft:internet_information_server;microsoft:internet_information_services | 0.10238 | 0.95682 | 2026-11-02 | false | null | null | null |
CVE-1999-0413 | 1999-03-01 | 2026-06-16 | Modified | null | null | null | null | null | sgi | sgi:irix | 0.00343 | 0.27862 | 2026-11-02 | false | null | null | null |
End of preview. Expand in Data Studio
Security Daily
One place where the public security ledgers meet, joined per CVE and written down every day. NVD says what a vulnerability is, CISA KEV says it is being exploited, FIRST EPSS says how likely exploitation is in the next 30 days, and regulators publish who disclosed a breach. Each source only shows today. This dataset keeps the days, starting 2026-11-02.
What is in it
| folder | rows | what |
|---|---|---|
snapshot/cve_signals/published_YYYY.csv |
every CVE in NVD (~420k), one file per published year (2026: one per month, published_2026-MM.csv) |
CVSS 3/4, CWE, vendors, products, EPSS score + percentile, KEV flag, KEV date, known ransomware use in one row. Refreshed weekly. |
snapshot/kev.csv |
all CISA KEV entries | with EPSS and CVSS joined |
snapshot/incidents.csv |
~7k breach / incident notices | SEC 8-K Item 1.05, California AG, Washington AG, CISA, JPCERT/CC, IPA |
snapshot/breaches.csv |
~1k breaches | Have I Been Pwned metadata + Japan disclosure ledger |
daily/cve_new/ |
CVEs published that day | with CVSS, EPSS, KEV |
daily/cve_modified/ |
older CVEs NVD changed that day | |
daily/kev_added/ |
KEV additions that day | |
daily/epss_movers/ |
CVEs whose EPSS moved by >= 0.01 or crossed the 90th percentile | before / after. EPSS publishes only today's score; the moves are kept only here. |
daily/patch_first/ |
top 300 "patch these first" | KEV or EPSS >= 0.1, ranked: KEV + ransomware, KEV due date, EPSS |
daily/incidents_new/, daily/breaches_new/ |
notices first seen that day | |
daily/summary/ |
counts per source and freshness | |
weekly/vendor/, weekly/incidents/ |
per vendor and per source/sector, last 7 days |
Rules
- Counts are what each source returned at
fetched_at. A missing day means the job did not complete, not zero. - Organisation-level only. No personal records. Regulator lists sometimes name a person (a doctor's practice, a sole trader):
where the organisation name does not clearly name an organisation,
orgis withheld (org_withheld=true) and the row is kept for counting. - JPCERT/CC and IPA: title, date and link only; read the content at the source.
Why this exists
Each public security source answers one question and only shows its current state:
- NVD: what the vulnerability is (CVSS, CWE, affected products).
- CISA KEV: whether it is known to be exploited, and since when.
- FIRST EPSS: how likely exploitation activity is in the next 30 days. EPSS publishes only today's score; yesterday's is gone unless someone kept it.
- Regulators and CERTs: who disclosed a breach or incident, and when.
To answer "what should I patch first?" or "how exposed is this vendor?" you need all four joined per CVE, and you need the history. This dataset does the join every day and keeps every day as a file, starting 2026-11-02. It is for patch prioritisation, vulnerability-trend research, teaching, and as ground truth for models that talk about CVEs.
Size on 2026-11-03: 418,180 NVD records, 1,766 KEV entries, 398,815 EPSS scores, 7,233 breach and incident notices from 6 regulator/CERT sources, 989 breach records.
How fresh
| job | schedule (UTC) | what it writes |
|---|---|---|
| daily export | every day at 00:50Z | daily/*/YYYY-MM-DD.csv for the previous UTC day |
| weekly export | every Monday, 01:05Z to 01:45Z | snapshot/* (full refresh) and weekly/* (last 7 days) |
Source fetches run before the export. Every daily summary row carries last_fetch, so you can check freshness per source per day. A missing day means the job did not complete, not that nothing happened.
Examples
Load a config
from datasets import load_dataset
kev = load_dataset("Lilambd/security-daily", "kev", split="train").to_pandas()
pf = load_dataset("Lilambd/security-daily", "patch_first", split="train").to_pandas()
print(len(kev)) # 1766 on 2026-11-02
Today's top 10 to patch first
latest = pf["day"].astype(str).max()
pf[pf["day"].astype(str) == latest].sort_values("rank").head(10)[
["rank", "cve_id", "vendors", "epss", "kev_due", "kev_ransomware", "why"]]
KEV entries by vendor
kev.groupby("vendor").size().sort_values(ascending=False).head(10)
# Microsoft 390, Cisco 102, Apple 95, Adobe 83, Google 76 (2026-11-03)
Large files without datasets
import pandas as pd
df = pd.read_csv("hf://datasets/Lilambd/security-daily/snapshot/cve_signals/published_2025.csv")
A full notebook is in examples/quickstart.ipynb: top 20 patch-first, KEV by vendor, EPSS distribution, CVEs per year, incidents per month by source. It also runs on Kaggle and Colab.
Notes:
cve_signalsis about 70 MB of CSV in 38 files; pandas can read one year at a time as above.kev_added,epss_movers,incidents_newandbreaches_newget a file every day; a header-only file means no change that day.
Citation
@misc{lilambd_security_daily_2026,
author = {{Lilambd}},
title = {Security Daily: CVE, KEV, EPSS movers, breach and incident notices},
year = {2026},
publisher = {Hugging Face},
howpublished = {\url{https://huggingface.co/datasets/Lilambd/security-daily}},
note = {Daily files from 2026-11-02. CC BY 4.0}
}
When you use EPSS values, also credit "EPSS, FIRST.org". When you use NVD fields: "This product uses data from the NVD API but is not endorsed or certified by the NVD."
Changelog
| date | change |
|---|---|
| 2026-11-02 | First daily files: summary, cve_new, cve_modified, patch_first. First snapshots: cve_signals (one file per published year 1999 to 2025, per month for 2026), kev, incidents, breaches. First weekly files: vendor, incidents (week ending 2026-11-02). |
| 2026-11-03 | README: added Why this exists, How fresh, Examples, Citation, Changelog. Added examples/quickstart.ipynb. Empty days now get header-only files. |
Sources and licences
- NVD: This product uses data from the NVD API but is not endorsed or certified by the NVD. (US Government work)
- CISA Known Exploited Vulnerabilities Catalog: CC0 / US Government work.
- EPSS: FIRST.org, https://www.first.org/epss (free; attribution requested: "EPSS, FIRST.org").
- Have I Been Pwned breach metadata: CC BY 4.0, haveibeenpwned.com.
- U.S. SEC EDGAR, CISA advisories: public domain. California DOJ and Washington AGO breach lists: public records.
- Japan disclosure ledger: Lilambd, CC BY 4.0 (facts only). This compilation: CC BY 4.0, Lilambd.
Live answers
The same ledgers answer per call (company exposure brief, CVE lookups) at https://api.lilambd.com (x402, free samples) — see https://api.lilambd.com/llms.txt. Related: Lilambd/machine-economy-daily, Lilambd/world-signals.
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