CVE-2026-10595

HIGHPre-NVD 7.57.5—
EchelonGraph scoreMEDIUM confidence

Score 7.5 from GitHub Security Advisory (severity: HIGH) published 2026-08-09. A secondary CVSS source baseline 7.5; sources differ by 0.0.

Triggered by: GitHub Security Advisory CVSS
Sources: epss, ghsa, secondary
Trending — 3 sources updated this weekElevated
7.5EG
EchelonGraph verdictPlan a fixSerious severity, but no confirmed exploitation yet.
  • High severity, but no confirmed exploitation yet
CISA-KEV: Not listedEPSS PROB: 0.7%CVSS: 7.5Exploit: Elevated riskExposed services: Not assessed

A fix is available — apply it.

A path traversal vulnerability exists in parisneo/lollms version 2.1.0, specifically in the SPA catch-all route implemented in backend/routers/ui.py. The vulnerability arises from the improper handling of user-controlled path input, which is directly joined into a filesystem path without sanitization or containment checks. URL-encoded dot-dot sequences (%2e%2e) bypass Starlette's built-in path normalization and are resolved by Python's pathlib, allowing an unauthenticated attacker to read arbitrary files on the server. This issue has been resolved in version 3.

CVSS v3
7.5
EG Score
7.5HIGHmedium confidence
EG Risk
65
EG Risk 65/100CISA SSVC

EG Risk is EchelonGraph's 0–100 priority score: it fuses intrinsic severity with real-world exploitation and automatability so you can rank equal-severity CVEs and fix the most dangerous first. Higher = act sooner. Distinct from the 0–10 EG Score (severity).

How it’s computed
Severity75% × 45%
Exploitation40% × 40%
Automatability100% × 15%
CISA SSVC: Track at low or medium mission impact; Attend at high (mission-essential systems).
Action: A fix is available. Apply it within your standard update timelines at low or medium mission impact and sooner than that at high.
EPSS PROB
0.7%
EPSS %ILE
52nd
KEV
Not listed

CISA SSVCTrack at low or medium mission impact; Attend at high (mission-essential systems).

A fix is available. Apply it within your standard update timelines at low or medium mission impact and sooner than that at high.

Exploitation public PoC (CISA Vulnrichment) · Automatable yes (CISA Vulnrichment) · Technical impact partial (CISA Vulnrichment). Mission impact is CISA's Mission & Well-being decision point, and only you can judge it: high means the affected system is essential to your organisation's mission, or its compromise could cause irreversible harm to people. CISA's decision table

Published

August 9, 2026

Last Modified

September 3, 2026

Advisory Details (2)

Auto-updated Aug 9, 2026
Fix named in the CVE record. Sources: github_commit.
generic

huntr - The world's first bug bounty platform for AI/ML

https://huntr.com/bounties/af3f40a3-38a1-49d8-a5ae-3d72b9b05b98
github_commit

commit 9bc6431ae7b7 (parisneo/lollms)

Fix landed in parisneo/lollms commit 9bc6431ae7b7 — awaiting tagged release

https://github.com/parisneo/lollms/commit/9bc6431ae7b708da76d51e7626a7cf48ff2b1d24

Vendor Advisories for CVE-2026-10595(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 17× in last 7d / 87× in last 30d)

Each row is a source pipeline that fetched or updated this CVE on that date, with what changed. 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. Most recent first.

Showing the most recent 100 of 187 total refreshes for this CVE.

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

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Frequently asked(5)

What is CVE-2026-10595?
CVE-2026-10595 is a high vulnerability published on August 9, 2026. A path traversal vulnerability exists in parisneo/lollms version 2.1.0, specifically in the SPA catch-all route implemented in backend/routers/ui.py. The vulnerability arises from the improper handling of user-controlled path input, which is directly joined into a filesystem path without…
When was CVE-2026-10595 disclosed?
CVE-2026-10595 was first published on August 9, 2026, with the most recent update on September 3, 2026. EchelonGraph re-ingests CVE updates from NVD on a 2-hour cycle, so this page reflects the latest published state.
Is CVE-2026-10595 actively exploited?
CVE-2026-10595 is not currently on CISA's Known Exploited Vulnerabilities catalog. FIRST EPSS estimates a 0.7% probability of exploitation in the next 30 days (52nd percentile of EPSS-scored CVEs).
What is the CVSS score of CVE-2026-10595?
CVE-2026-10595 has a CVSS base score of 7.5 (a secondary CVSS source that NVD displays; NVD's own analysis pending).
How do I remediate CVE-2026-10595?
A fix for CVE-2026-10595 is available — its CVE record says: "This issue has been resolved in version 3." The vendor advisories EchelonGraph has for CVE-2026-10595 are linked in the Vendor Advisories panel on this page.

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