CVE-2026-59510

HIGHPre-NVD 7.17.1
EchelonGraph scoreMEDIUM confidence

“—” beside the score: it is equal to the CVSS score beside it.

This high-severity CVE scores 7.1 under a secondary CVSS source (NVD's own analysis pending). EPSS exploit probability: 0.5% (43rd percentile of EPSS-scored CVEs). No GitHub Security Advisory CVSS is on record for this CVE.

Triggered by: Headline CVSS from a secondary CVSS source
Sources: EPSS, a secondary CVSS source
Trending — 3 sources updated this week

Also known asEUVD-2026-41775 (ENISA EUVD) · GHSA-jf65-fx73-9f2j (GitHub Security Advisories)Source: ENISA EUVD

7.1EG
EchelonGraph verdictPlan mitigationRemediate within your standard update timelines (the SSVC decision on this page).
  • High severity, but no confirmed exploitation yet
CISA-KEV: Not listedEPSS PROB: 0.5%CVSS: 7.1Exploit: None knownExposed services: Not assessed

A fix is referenced (a reference tagged "Patch", often a source commit), but no release containing it is confirmed — find the release that contains it; until it is applied, mitigate (WAF / firewall / segmentation).

AIL Framework contains a path traversal vulnerability in its PDF object handling. Prior to commit 14c618fce4d1df02358717c48ea903706abecdf2, the PDF.get_filepath() function constructed a file path by joining the configured PDF storage directory with a path derived from a PDF object identifier, without verifying that the resolved path remained within the intended PDF_FOLDER directory.

An authenticated attacker able to invoke PDF object operations with a crafted identifier could use relative traversal sequences or absolute path components to cause AIL Framework to open files located outside the PDF storage directory. This could allow disclosure of files readable by the AIL process, including application configuration, credentials, or other sensitive local data. This vulnerability is potential due to additional errors before being able to be executed.

The fix canonicalises the resulting path with os.path.realpath() and rejects paths whose common directory is outside the configured PDF directory.

CVSS v3
7.1
EG Score
7.1HIGHmedium confidence
EG Risk
32
EG Risk 32/100

EG Risk is EchelonGraph's 0–100 priority score. It fuses impact severity (EG Severity, the CVSS base score, never the KEV-floored or EPSS-lifted EG Score) with real-world exploitation and automatability, under weights EchelonGraph set by hand, so you can rank equal-severity CVEs and fix the most dangerous first. Higher = act sooner.

How it’s computed (value × EchelonGraph’s weight)
Severity71% × 45%
Impact severity (EG Severity): CVSS 7.1 of 10. Never the KEV-floored or EPSS-lifted EG Score.
Exploitation0.5% × 40%
FIRST EPSS: the 30-day exploitation probability when EchelonGraph scored this CVE.
Automatability0% × 15%
CISA's SSVC Automatable value: no (Vulnrichment).
SSVC (CISA's decision table, applied by EchelonGraph): Track at every mission impact level.
Exploitation none (CISA Vulnrichment) · Automatable no (CISA Vulnrichment) · Technical impact partial (CISA Vulnrichment). All three are CISA's SSVC values (Vulnrichment). EchelonGraph applied CISA's decision table to them; CISA publishes SSVC inputs and the table, not a decision for each CVE.
Action: A fix is referenced, but no release containing it is confirmed. Check the referenced fix and the vendor's advisory for a release that contains it and apply that within your standard update timelines; until then, restrict network exposure of the affected system or apply the vendor's mitigation.
EPSS PROB
0.5%
EPSS %ILE
43rd
KEV
Not listed

What the EG score is made of (scorer v4.0: the three questions the 0–10 score mixes, published apart · methodology)

The EG score (7.1): severity, escalated by confirmed exploitation. This CVE's 7.1 is its impact severity (EG Severity), not escalated.

EG Severity
7.1 HIGHCVSS-B, impact only: no KEV listing, EPSS or EG-KEV tier raises it.a secondary CVSS source · CVSS v3.0 or v3.1
EG Likelihood
0.5% within 30 daysSource: FIRST EPSS (model v2026.06.15, score date 2026-10-24). FIRST's exploitation probability, not an EchelonGraph model.
Confirmed exploitation
None on record (CISA KEV, EG-KEV Tier 1)Reported apart from the likelihood: an observed fact, not a probability.
EG Priority
SSVC Track at medium mission impactTrack at every mission impact level.CISA BOD 26-04: 60 days if the affected system is publicly exposed; Fix on system upgrade if it is not.Each input and its source: the SSVC and BOD 26-04 blocks below.

SSVC (CISA's decision table, applied by EchelonGraph)Track at every mission impact level.

A fix is referenced, but no release containing it is confirmed. Check the referenced fix and the vendor's advisory for a release that contains it and apply that within your standard update timelines; until then, restrict network exposure of the affected system or apply the vendor's mitigation.

Exploitation none (CISA Vulnrichment) · Automatable no (CISA Vulnrichment) · Technical impact partial (CISA Vulnrichment). All three are CISA's SSVC values (Vulnrichment). EchelonGraph applied CISA's decision table to them; CISA publishes SSVC inputs and the table, not a decision for each CVE. Mission impact is CISA's Mission & Well-being decision point, and only you can judge it. CISA's table makes it high when Mission Prevalence is Essential — the vulnerable component "directly provides capabilities that constitute at least one MEF for at least one entity" (MEF: mission essential function) — or when Public Well-Being Impact is Irreversible: "multiple fatalities are likely", the cyber-physical system "is likely lost or destroyed", "extreme or serious externalities" are imposed on other parties, or social systems such as elections or the financial grid "are destabilized and potentially collapse". CISA's decision table

BOD 26-04 (CISA's remediation timeline, Table 1)60 days if the affected system is publicly exposed; Fix on system upgrade if it is not.

In CISA KEV no (CISA's KEV catalog) · Automatable no (CISA Vulnrichment) · Technical impact partial (CISA Vulnrichment). Whether your system is publicly exposed is yours to answer. BOD 26-04 binds US Federal Civilian Executive Branch agencies; for anyone else it is CISA's published timeline, a reference rather than an obligation. The directive · how EchelonGraph applies it

Published

July 5, 2026

Last Modified

October 25, 2026

Advisory Details (1)

Auto-updated Jul 5, 2026
Fix referenced — no release confirmed yet.

Vendor Advisories for CVE-2026-59510(1)

These vendors published their own advisory mentioning this CVE — often with vendor-specific remediation steps + affected product lists not in NVD.

Weakness Classification(1)

MITRE Common Weakness Enumeration — the root-cause categories this CVE belongs to.

Data Freshness Timeline

(refreshed 11× in last 7d / 41× in last 30d)

Each row is a time one of our pipelines fetched, updated or re-scored this CVE. For example, "NVD update" means NVD published or revised its analysis for this CVE; "MITRE cvelistV5" means we ingested or refreshed it from the CNA feed. An arrow marks a change the record states ("CVSS v3 → 9.1"); EPSS and GHSA rows show the values recorded at that time, not what changed (EPSS values are rounded; hover one for the exact figures). Most recent first.

Showing the most recent 100 of 261 refreshes on record for this CVE.

A repeat, a row identical to one the same pipeline wrote less than 10 seconds earlier, is not a separate refresh and is not counted. None are among the latest 100 rows. The 161 oldest rows on record are not shown and were not checked, so the counts can still include repeats.

  1. 2026-10-26 16:31 UTCEPSS rescoreEPSS 0.5% · 43rd percentile
  2. 2026-10-25 16:33 UTCEPSS rescoreEPSS 0.5% · 43rd percentile
  3. 2026-10-25 15:26 UTCGHSA enrichmentGHSA-jf65-fx73-9f2j · GitHub severity HIGH
  4. 2026-10-25 14:16 UTCEG score recompute
  5. 2026-10-24 16:33 UTCEPSS rescoreEPSS 0.5% · 42nd percentile
  6. 2026-10-23 16:32 UTCEPSS rescoreEPSS 0.5% · 42nd percentile
  7. 2026-10-22 16:34 UTCEPSS rescoreEPSS 0.5% · 42nd percentile
  8. 2026-10-21 16:33 UTCEPSS rescoreEPSS 0.5% · 42nd percentile
  9. 2026-10-20 19:03 UTCEG score recompute
  10. 2026-10-20 19:03 UTCGHSA enrichmentGHSA-jf65-fx73-9f2j · GitHub severity HIGH
  11. 2026-10-20 16:33 UTCEPSS rescoreEPSS 0.5% · 42nd percentile
  12. 2026-10-19 16:32 UTCEPSS rescoreEPSS 0.5% · 42nd percentile
  13. 2026-10-18 16:32 UTCEPSS rescoreEPSS 0.5% · 42nd percentile
  14. 2026-10-18 03:27 UTCEG score recompute
  15. 2026-10-17 16:35 UTCEPSS rescoreEPSS 0.5% · 42nd percentile
  16. 2026-10-16 16:43 UTCEPSS rescoreEPSS 0.5% · 42nd percentile
  17. 2026-10-15 16:32 UTCEPSS rescoreEPSS 0.5% · 42nd percentile
  18. 2026-10-14 16:33 UTCEPSS rescoreEPSS 0.5% · 42nd percentile
  19. 2026-10-13 16:34 UTCEPSS rescoreEPSS 0.5% · 41st percentile
  20. 2026-10-13 15:56 UTCEG score recompute
  21. 2026-10-13 15:56 UTCGHSA enrichmentGHSA-jf65-fx73-9f2j · GitHub severity HIGH
  22. 2026-10-13 13:54 UTCOSV refresh
  23. 2026-10-12 16:34 UTCEPSS rescoreEPSS 0.5% · 41st percentile
  24. 2026-10-12 15:52 UTCEG score recompute
  25. 2026-10-11 19:36 UTCEG score recompute
Show 75 more
  1. 2026-10-11 16:51 UTCEG score recompute
  2. 2026-10-11 14:13 UTCEG score recompute
  3. 2026-10-11 13:49 UTCEPSS rescoreEPSS 0.5% · 41st percentile
  4. 2026-10-10 20:00 UTCEPSS rescoreEPSS 0.5% · 41st percentile
  5. 2026-10-09 20:07 UTCEPSS rescoreEPSS 0.5% · 41st percentile
  6. 2026-10-08 17:13 UTCEPSS rescoreEPSS 0.5% · 41st percentile
  7. 2026-10-07 23:48 UTCEPSS rescoreEPSS 0.5% · 41st percentile
  8. 2026-10-06 15:18 UTCEPSS rescoreEPSS 0.5% · 41st percentile
  9. 2026-10-05 17:43 UTCEPSS rescoreEPSS 0.5% · 41st percentile
  10. 2026-10-04 23:22 UTCEPSS rescoreEPSS 0.5% · 41st percentile
  11. 2026-10-03 14:26 UTCEPSS rescoreEPSS 0.5% · 41st percentile
  12. 2026-10-02 17:56 UTCEPSS rescoreEPSS 0.5% · 41st percentile
  13. 2026-10-01 19:50 UTCEPSS rescoreEPSS 0.5% · 41st percentile
  14. 2026-09-30 15:03 UTCEPSS rescoreEPSS 0.5% · 41st percentile
  15. 2026-09-29 15:22 UTCEPSS rescoreEPSS 0.5% · 41st percentile
  16. 2026-09-28 13:51 UTCEPSS rescoreEPSS 0.5% · 41st percentile
  17. 2026-09-27 13:48 UTCEPSS rescoreEPSS 0.5% · 41st percentile
  18. 2026-09-26 15:59 UTCEPSS rescoreEPSS 0.5% · 41st percentile
  19. 2026-09-24 14:04 UTCEPSS rescoreEPSS 0.5% · 40th percentile
  20. 2026-09-23 17:54 UTCEPSS rescoreEPSS 0.5% · 42nd percentile
  21. 2026-09-23 06:28 UTCEG score recompute
  22. 2026-09-23 06:28 UTCGHSA enrichmentGHSA-jf65-fx73-9f2j · GitHub severity HIGH
  23. 2026-09-20 20:16 UTCEPSS rescoreEPSS 0.5% · 42nd percentile
  24. 2026-09-18 19:28 UTCEPSS rescoreEPSS 0.5% · 42nd percentile
  25. 2026-09-18 06:07 UTCEG score recompute
  26. 2026-09-18 06:07 UTCGHSA enrichmentGHSA-jf65-fx73-9f2j · GitHub severity HIGH
  27. 2026-09-17 19:31 UTCEPSS rescoreEPSS 0.5% · 42nd percentile
  28. 2026-09-16 14:08 UTCEPSS rescoreEPSS 0.5% · 42nd percentile
  29. 2026-09-16 05:15 UTCEPSS rescoreEPSS 0.5% · 42nd percentile
  30. 2026-09-15 03:11 UTCEPSS rescoreEPSS 0.5% · 41st percentile
  31. 2026-09-13 23:58 UTCEG score recompute
  32. 2026-09-13 23:58 UTCGHSA enrichmentGHSA-jf65-fx73-9f2j · GitHub severity HIGH
  33. 2026-09-13 16:47 UTCEPSS rescoreEPSS 0.5% · 41st percentile
  34. 2026-09-13 08:48 UTCEG score recompute
  35. 2026-09-13 08:48 UTCGHSA enrichmentGHSA-jf65-fx73-9f2j · GitHub severity HIGH
  36. 2026-09-12 13:43 UTCEG score recompute
  37. 2026-09-12 13:43 UTCGHSA enrichmentGHSA-jf65-fx73-9f2j · GitHub severity HIGH
  38. 2026-09-11 14:53 UTCEPSS rescoreEPSS 0.5% · 41st percentile
  39. 2026-09-10 09:35 UTCEPSS rescoreEPSS 0.5% · 41st percentile
  40. 2026-09-08 22:01 UTCEPSS rescoreEPSS 0.5% · 41st percentile
  41. 2026-09-07 16:01 UTCEPSS rescoreEPSS 0.5% · 41st percentile
  42. 2026-09-06 14:14 UTCEG score recompute
  43. 2026-09-06 14:14 UTCGHSA enrichmentGHSA-jf65-fx73-9f2j · GitHub severity HIGH
  44. 2026-09-06 13:47 UTCEPSS rescoreEPSS 0.5% · 41st percentile
  45. 2026-09-05 23:18 UTCEG score recompute
  46. 2026-09-05 23:18 UTCGHSA enrichmentGHSA-jf65-fx73-9f2j · GitHub severity HIGH
  47. 2026-09-04 05:07 UTCEPSS rescoreEPSS 0.5% · 41st percentile
  48. 2026-09-02 14:12 UTCEPSS rescoreEPSS 0.5% · 41st percentile
  49. 2026-09-01 13:54 UTCEPSS rescoreEPSS 0.5% · 41st percentile
  50. 2026-09-01 04:40 UTCEPSS rescoreEPSS 0.5% · 41st percentile
  51. 2026-08-30 21:52 UTCEG score recompute
  52. 2026-08-30 21:52 UTCGHSA enrichmentGHSA-jf65-fx73-9f2j · GitHub severity HIGH
  53. 2026-08-30 19:17 UTCEPSS rescoreEPSS 0.5% · 41st percentile
  54. 2026-08-30 08:43 UTCEG score recompute
  55. 2026-08-30 08:43 UTCGHSA enrichmentGHSA-jf65-fx73-9f2j · GitHub severity HIGH
  56. 2026-08-30 01:22 UTCEPSS rescoreEPSS 0.5% · 41st percentile
  57. 2026-08-28 21:42 UTCEPSS rescoreEPSS 0.5% · 41st percentile
  58. 2026-08-27 22:03 UTCEG score recompute
  59. 2026-08-27 22:03 UTCGHSA enrichmentGHSA-jf65-fx73-9f2j · GitHub severity HIGH
  60. 2026-08-27 14:25 UTCEPSS rescoreEPSS 0.5% · 41st percentile
  61. 2026-08-27 03:03 UTCEG score recompute
  62. 2026-08-27 03:03 UTCGHSA enrichmentGHSA-jf65-fx73-9f2j · GitHub severity HIGH
  63. 2026-08-26 14:46 UTCEPSS rescoreEPSS 0.5% · 41st percentile
  64. 2026-08-26 13:58 UTCEG score recompute
  65. 2026-08-26 13:58 UTCGHSA enrichmentGHSA-jf65-fx73-9f2j · GitHub severity HIGH
  66. 2026-08-25 13:49 UTCEPSS rescoreEPSS 0.5% · 41st percentile
  67. 2026-08-25 13:37 UTCGHSA enrichmentGHSA-jf65-fx73-9f2j · GitHub severity HIGH
  68. 2026-08-25 00:34 UTCEG score recompute
  69. 2026-08-25 00:34 UTCGHSA enrichmentGHSA-jf65-fx73-9f2j · GitHub severity HIGH
  70. 2026-08-24 11:29 UTCEG score recompute
  71. 2026-08-24 11:29 UTCGHSA enrichmentGHSA-jf65-fx73-9f2j · GitHub severity HIGH
  72. 2026-08-23 22:26 UTCGHSA enrichmentGHSA-jf65-fx73-9f2j · GitHub severity HIGH
  73. 2026-08-23 09:23 UTCEG score recompute
  74. 2026-08-23 09:22 UTCGHSA enrichmentGHSA-jf65-fx73-9f2j · GitHub severity HIGH
  75. 2026-08-23 00:19 UTCEPSS rescoreEPSS 0.4% · 30th percentile

Frequently asked(5)

What is CVE-2026-59510?
CVE-2026-59510 is a high-severity vulnerability; its CVE record was published on July 5, 2026. AIL Framework contains a path traversal vulnerability in its PDF object handling. Prior to commit 14c618fce4d1df02358717c48ea903706abecdf2, the PDF.getfilepath() function constructed a file path by joining the configured PDF storage directory with a path derived from a PDF object identifier,…
When was the CVE record for CVE-2026-59510 published?
The CVE record for CVE-2026-59510 was published on July 5, 2026. That is the record's publication date; the vulnerability itself may have been made public earlier. EchelonGraph's copy of the record carries a last-modified date of October 25, 2026; the record at its source may have been updated since.
Is CVE-2026-59510 actively exploited?
CVE-2026-59510 is not currently on CISA's Known Exploited Vulnerabilities catalog. FIRST EPSS estimates a 0.5% probability of exploitation in the next 30 days (43rd percentile of EPSS-scored CVEs).
What is the CVSS score of CVE-2026-59510?
CVE-2026-59510 has a CVSS base score of 7.1 (a secondary CVSS source that NVD displays; NVD's own analysis pending).
How do I remediate CVE-2026-59510?
A fix for CVE-2026-59510 is referenced (a reference tagged "Patch", often a source commit), but EchelonGraph has no release containing it on record. Check that reference and the vendor's advisory for a release that contains the fix and update to it; until then, restrict network exposure of the affected system or apply the vendor's mitigation. The vendor advisories EchelonGraph has for CVE-2026-59510 are linked in the Vendor Advisories panel on this page.

Dependency Blast Radius

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