CVE-2026-90777

HIGHPre-NVD 8.88.8
EchelonGraph scoreMEDIUM confidence

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

Score 8.8 from GitHub Security Advisory (severity: HIGH) published 2026-09-13. The CNA's CVSS baseline 8.8; sources differ by 0.0.

Triggered by: GitHub Security Advisory CVSS
Sources: the CNA's CVSS, EPSS, GitHub Security Advisory
Trending — 3 sources updated this weekElevated

Also known asEUVD-2026-77001 (ENISA EUVD) · GHSA-r7rw-fc94-3p58 (GitHub Security Advisories)Source: ENISA EUVD

8.8EG
EchelonGraph verdictPlan a fixRemediate within your standard update timelines at low or medium mission impact and sooner than that at high (the SSVC decision on this page).
  • CISA's Vulnrichment rates exploitation as PoC; EchelonGraph holds no exploit-code reference for it
CISA-KEV: Not listedEPSS PROB: 0.7%CVSS: 8.8Exploit: No code on recordExposed services: Not assessed

A fix is available — apply it.

ESPnet before 202609 deserializes pretrained model checkpoints using torch.load with weights_only=False, allowing arbitrary code execution from attacker-supplied files. Attackers can craft malicious checkpoint files that execute code during deserialization when loaded through the initialization or fine-tuning path.

CVSS v3
8.8
EG Score
8.8HIGHmedium confidence
EG Risk
56
EG Risk 56/100

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)
Severity88% × 45%
Impact severity (EG Severity): CVSS 8.8 of 10. Never the KEV-floored or EPSS-lifted EG Score.
Exploitation40% × 40%
EchelonGraph's fixed weight for EG-KEV Tier 3 (Elevated): a constant, not a probability.
Automatability0% × 15%
CISA's SSVC Automatable value: no (Vulnrichment).
SSVC (CISA's decision table, applied by EchelonGraph): Track at low, Track* at medium and Attend at high mission impact.
Exploitation public PoC (CISA Vulnrichment) · Automatable no (CISA Vulnrichment) · Technical impact total (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 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
54th
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 (8.8): severity, escalated by confirmed exploitation. This CVE's 8.8 is its impact severity (EG Severity), not escalated.

EG Severity
8.8 HIGHCVSS-B, impact only: no KEV listing, EPSS or EG-KEV tier raises it.GitHub Security Advisory CVSS
EG Likelihood
0.7% within 30 daysSource: FIRST EPSS (model v2026.06.15, score date 2026-10-27). 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 low, Track* at medium and Attend at high mission impact.CISA BOD 26-04: 14 days if the affected system is publicly exposed; Fix on system upgrade if it is not.Each input and its source, and whom BOD 26-04 binds: the SSVC and BOD 26-04 blocks below.

SSVC (CISA's decision table, applied by EchelonGraph)Track at low, Track* at medium and Attend at high mission impact.

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 no (CISA Vulnrichment) · Technical impact total (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)14 days if the affected system is publicly exposed; Fix on system upgrade if it is not.

The score's inputs: In CISA KEV no (CISA's KEV catalog) · Automatable no (CISA Vulnrichment) · Technical impact total (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

September 13, 2026

Last Modified

September 24, 2026

Advisory Details (6)

Auto-updated Sep 13, 2026
Patch available. Sources: github_commit, github_release, github.
Web page

ESPnet before 202609 Remote Code Execution via Unsafe Deserialization | Advisories | VulnCheck

https://www.vulncheck.com/advisories/espnet-before-202609-remote-code-execution-via-unsafe-deserialization
Web page

GitHub - espnet/espnet: End-to-End Speech Processing Toolkit · GitHub

https://github.com/espnet/espnet
GitHub release Patch Available

ESPnet version 202609

Patch available: espnet/espnet v.202609

https://github.com/espnet/espnet/releases/tag/v.202609
Web page

espnet/espnet2/torch_utils/load_pretrained_model.py at v.202511 · espnet/espnet · GitHub

https://github.com/espnet/espnet/blob/v.202511/espnet2/torch_utils/load_pretrained_model.py#L99
GitHub commit Patch Available

commit 91ca045fc179 (espnet/espnet)

Patch available: espnet/espnet v.202609 (contains commit 91ca045fc179)

https://github.com/espnet/espnet/commit/91ca045fc179f29bc7b7fe05cd852aea65310003
GitHub advisoryMentions a patch (unverified)

ESPnet — Remote code execution via insecure deserialization in load_pretrained_model · Advisory · espnet/espnet · GitHub

https://github.com/espnet/espnet/security/advisories/GHSA-64f6-3gqc-r926

Vendor Advisories for CVE-2026-90777(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 9× in last 7d / 66× 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 99 of 146 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. 1 repeat row among the latest 100 is merged into the row it repeats. The 47 oldest rows on record are not shown and were not checked, so the counts can still include repeats.

  1. 2026-11-01 16:36 UTCEPSS rescoreEPSS 0.7% · 54th percentile
  2. 2026-10-31 16:33 UTCEPSS rescoreEPSS 0.7% · 54th percentile
  3. 2026-10-30 16:35 UTCEPSS rescoreEPSS 0.7% · 54th percentile
  4. 2026-10-29 16:34 UTCEPSS rescoreEPSS 0.7% · 54th percentile
  5. 2026-10-28 16:33 UTCEPSS rescoreEPSS 0.7% · 54th percentile
  6. 2026-10-28 06:18 UTCEG score recompute
  7. 2026-10-28 06:18 UTCGHSA enrichmentGHSA-r7rw-fc94-3p58 · GitHub severity HIGH · GitHub CVSS 8.8
  8. 2026-10-27 16:33 UTCEPSS rescoreEPSS 0.7% · 54th percentile
  9. 2026-10-26 16:32 UTCEPSS rescoreEPSS 0.7% · 54th percentile
  10. 2026-10-25 16:34 UTCEPSS rescoreEPSS 0.7% · 54th percentile
  11. 2026-10-25 13:51 UTCEG score recompute
  12. 2026-10-24 16:34 UTCEPSS rescoreEPSS 0.7% · 53rd percentile
  13. 2026-10-23 16:32 UTCEPSS rescoreEPSS 0.7% · 53rd percentile
  14. 2026-10-22 16:35 UTCEPSS rescoreEPSS 0.7% · 53rd percentile
  15. 2026-10-21 16:34 UTCEPSS rescoreEPSS 0.7% · 53rd percentile
  16. 2026-10-20 17:50 UTCEG score recompute
  17. 2026-10-20 17:49 UTCGHSA enrichmentGHSA-r7rw-fc94-3p58 · GitHub severity HIGH · GitHub CVSS 8.8
  18. 2026-10-20 16:34 UTCEPSS rescoreEPSS 0.7% · 53rd percentile
  19. 2026-10-19 16:33 UTCEPSS rescoreEPSS 0.7% · 53rd percentile
  20. 2026-10-18 16:33 UTCEPSS rescoreEPSS 0.7% · 53rd percentile
  21. 2026-10-18 03:00 UTCEG score recompute
  22. 2026-10-17 16:35 UTCEPSS rescoreEPSS 0.7% · 53rd percentile
  23. 2026-10-16 16:45 UTCEPSS rescoreEPSS 0.7% · 53rd percentile
  24. 2026-10-15 16:33 UTCEPSS rescoreEPSS 0.7% · 53rd percentile
  25. 2026-10-14 16:34 UTCEPSS rescoreEPSS 0.7% · 53rd percentile
Show 74 more
  1. 2026-10-13 16:35 UTCEPSS rescoreEPSS 0.7% · 53rd percentile
  2. 2026-10-13 12:34 UTCEG score recompute
  3. 2026-10-13 12:33 UTCGHSA enrichmentGHSA-r7rw-fc94-3p58 · GitHub severity HIGH · GitHub CVSS 8.8
  4. 2026-10-13 04:45 UTCEG score recompute
  5. 2026-10-13 04:44 UTCGHSA enrichmentGHSA-r7rw-fc94-3p58 · GitHub severity HIGH · GitHub CVSS 8.8
  6. 2026-10-12 16:35 UTCEPSS rescoreEPSS 0.7% · 53rd percentile
  7. 2026-10-12 14:46 UTCEG score recompute
  8. 2026-10-11 19:51 UTCGHSA enrichmentGHSA-r7rw-fc94-3p58 · GitHub severity HIGH · GitHub CVSS 8.8
  9. 2026-10-11 19:14 UTCEG score recompute
  10. 2026-10-11 16:30 UTCEG score recompute
  11. 2026-10-11 13:50 UTCEPSS rescoreEPSS 0.7% · 53rd percentile
  12. 2026-10-11 13:45 UTCEG score recompute
  13. 2026-10-11 06:39 UTCEG score recompute
  14. 2026-10-11 06:39 UTCGHSA enrichmentGHSA-r7rw-fc94-3p58 · GitHub severity HIGH · GitHub CVSS 8.8
  15. 2026-10-10 20:00 UTCEPSS rescoreEPSS 0.7% · 53rd percentile
  16. 2026-10-10 17:52 UTCGHSA enrichmentGHSA-r7rw-fc94-3p58 · GitHub severity HIGH · GitHub CVSS 8.8
  17. 2026-10-10 05:04 UTCEG score recompute
  18. 2026-10-10 05:04 UTCGHSA enrichmentGHSA-r7rw-fc94-3p58 · GitHub severity HIGH · GitHub CVSS 8.8
  19. 2026-10-09 20:08 UTCEPSS rescoreEPSS 0.7% · 52nd percentile
  20. 2026-10-09 16:19 UTCGHSA enrichmentGHSA-r7rw-fc94-3p58 · GitHub severity HIGH · GitHub CVSS 8.8
  21. 2026-10-08 23:07 UTCEG score recompute
  22. 2026-10-08 23:07 UTCGHSA enrichmentGHSA-r7rw-fc94-3p58 · GitHub severity HIGH · GitHub CVSS 8.8
  23. 2026-10-08 17:14 UTCEPSS rescoreEPSS 0.7% · 52nd percentile
  24. 2026-10-08 03:24 UTCEG score recompute
  25. 2026-10-08 03:24 UTCGHSA enrichmentGHSA-r7rw-fc94-3p58 · GitHub severity HIGH · GitHub CVSS 8.8
  26. 2026-10-07 23:48 UTCEPSS rescoreEPSS 0.7% · 52nd percentile
  27. 2026-10-07 14:37 UTCGHSA enrichmentGHSA-r7rw-fc94-3p58 · GitHub severity HIGH · GitHub CVSS 8.8
  28. 2026-10-07 01:23 UTCEG score recompute
  29. 2026-10-07 01:23 UTCGHSA enrichmentGHSA-r7rw-fc94-3p58 · GitHub severity HIGH · GitHub CVSS 8.8
  30. 2026-10-06 15:18 UTCEPSS rescoreEPSS 0.7% · 52nd percentile
  31. 2026-10-06 12:37 UTCGHSA enrichmentGHSA-r7rw-fc94-3p58 · GitHub severity HIGH · GitHub CVSS 8.8
  32. 2026-10-05 23:52 UTCEG score recompute
  33. 2026-10-05 23:52 UTCGHSA enrichmentGHSA-r7rw-fc94-3p58 · GitHub severity HIGH · GitHub CVSS 8.8
  34. 2026-10-05 17:44 UTCEPSS rescoreEPSS 0.7% · 52nd percentile
  35. 2026-10-05 10:20 UTCEG score recompute
  36. 2026-10-05 10:20 UTCGHSA enrichmentGHSA-r7rw-fc94-3p58 · GitHub severity HIGH · GitHub CVSS 8.8
  37. 2026-10-04 23:22 UTCEPSS rescoreEPSS 0.7% · 52nd percentile
  38. 2026-10-04 21:34 UTCGHSA enrichmentGHSA-r7rw-fc94-3p58 · GitHub severity HIGH · GitHub CVSS 8.8
  39. 2026-10-04 08:48 UTCGHSA enrichmentGHSA-r7rw-fc94-3p58 · GitHub severity HIGH · GitHub CVSS 8.8
  40. 2026-10-03 20:02 UTCEG score recompute
  41. 2026-10-03 20:02 UTCGHSA enrichmentGHSA-r7rw-fc94-3p58 · GitHub severity HIGH · GitHub CVSS 8.8
  42. 2026-10-03 07:16 UTCGHSA enrichmentGHSA-r7rw-fc94-3p58 · GitHub severity HIGH · GitHub CVSS 8.8
  43. 2026-10-02 18:30 UTCEG score recompute
  44. 2026-10-02 18:30 UTCGHSA enrichmentGHSA-r7rw-fc94-3p58 · GitHub severity HIGH · GitHub CVSS 8.8
  45. 2026-10-02 05:44 UTCEG score recompute
  46. 2026-10-02 05:44 UTCGHSA enrichmentGHSA-r7rw-fc94-3p58 · GitHub severity HIGH · GitHub CVSS 8.8
  47. 2026-10-01 19:51 UTCEPSS rescoreEPSS 0.7% · 52nd percentile
  48. 2026-10-01 16:15 UTCGHSA enrichmentGHSA-r7rw-fc94-3p58 · GitHub severity HIGH · GitHub CVSS 8.8
  49. 2026-10-01 03:28 UTCEG score recompute
  50. 2026-10-01 03:28 UTCGHSA enrichmentGHSA-r7rw-fc94-3p58 · GitHub severity HIGH · GitHub CVSS 8.8
  51. 2026-09-30 15:04 UTCEPSS rescoreEPSS 0.7% · 52nd percentile
  52. 2026-09-30 14:43 UTCGHSA enrichmentGHSA-r7rw-fc94-3p58 · GitHub severity HIGH · GitHub CVSS 8.8
  53. 2026-09-30 01:35 UTCEG score recompute
  54. 2026-09-30 01:35 UTCGHSA enrichmentGHSA-r7rw-fc94-3p58 · GitHub severity HIGH · GitHub CVSS 8.8
  55. 2026-09-29 10:50 UTCEG score recompute
  56. 2026-09-29 10:50 UTCGHSA enrichmentGHSA-r7rw-fc94-3p58 · GitHub severity HIGH · GitHub CVSS 8.8
  57. 2026-09-28 21:21 UTCEG score recompute
  58. 2026-09-28 21:21 UTCGHSA enrichmentGHSA-r7rw-fc94-3p58 · GitHub severity HIGH · GitHub CVSS 8.8
  59. 2026-09-28 13:52 UTCEPSS rescoreEPSS 0.7% · 52nd percentile
  60. 2026-09-28 08:35 UTCGHSA enrichmentGHSA-r7rw-fc94-3p58 · GitHub severity HIGH · GitHub CVSS 8.8
  61. 2026-09-27 19:49 UTCEG score recompute
  62. 2026-09-27 19:49 UTCGHSA enrichmentGHSA-r7rw-fc94-3p58 · GitHub severity HIGH · GitHub CVSS 8.8
  63. 2026-09-27 13:49 UTCEPSS rescoreEPSS 0.7% · 52nd percentile
  64. 2026-09-27 07:03 UTCGHSA enrichmentGHSA-r7rw-fc94-3p58 · GitHub severity HIGH · GitHub CVSS 8.8
  65. 2026-09-26 18:17 UTCEG score recompute
  66. 2026-09-26 18:16 UTCGHSA enrichmentGHSA-r7rw-fc94-3p58 · GitHub severity HIGH · GitHub CVSS 8.8
  67. 2026-09-26 15:59 UTCEPSS rescoreEPSS 0.7% · 52nd percentile
  68. 2026-09-26 05:30 UTCEG score recompute
  69. 2026-09-26 05:30 UTCGHSA enrichmentGHSA-r7rw-fc94-3p58 · GitHub severity HIGH · GitHub CVSS 8.8
  70. 2026-09-25 16:25 UTCGHSA enrichmentGHSA-r7rw-fc94-3p58 · GitHub severity HIGH · GitHub CVSS 8.8
  71. 2026-09-25 03:38 UTCGHSA enrichmentGHSA-r7rw-fc94-3p58 · GitHub severity HIGH · GitHub CVSS 8.8
  72. 2026-09-24 14:53 UTCEG score recompute
  73. 2026-09-24 14:53 UTCGHSA enrichmentGHSA-r7rw-fc94-3p58 · GitHub severity HIGH · GitHub CVSS 8.8
  74. 2026-09-24 14:04 UTCEPSS rescoreEPSS 0.7% · 52nd percentile

Frequently asked(5)

What is CVE-2026-90777?
CVE-2026-90777 is a high-severity vulnerability; its CVE record was published on September 13, 2026. ESPnet before 202609 deserializes pretrained model checkpoints using torch.load with weights_only=False, allowing arbitrary code execution from attacker-supplied files. Attackers can craft malicious checkpoint files that execute code during deserialization when loaded through the initialization or…
When was CVE-2026-90777 made public?
CVE-2026-90777 was made public on August 25, 2026: that is the date its CVE record's CNA, VulnCheck, gives for when the vulnerability was made public. The CVE record itself was published on September 13, 2026. EchelonGraph's copy of the record carries a last-modified date of September 24, 2026; the record at its source may have been updated since.
Is CVE-2026-90777 actively exploited?
CVE-2026-90777 is not currently on CISA's Known Exploited Vulnerabilities catalog. FIRST EPSS estimates a 0.7% probability of exploitation in the next 30 days (54th percentile of EPSS-scored CVEs).
What is the CVSS score of CVE-2026-90777?
CVE-2026-90777 has a CVSS base score of 8.8 (the CNA's own assessment, by vulncheck; NVD's own analysis pending).
How do I remediate CVE-2026-90777?
A fix for CVE-2026-90777 is available: update to the fixed version the vendor names in its advisory. The vendor advisories EchelonGraph has for CVE-2026-90777 are linked in the Vendor Advisories panel on this page.

Dependency Blast Radius

Explore the affected products and dependency analysis for CVE-2026-90777

Explore →

Is Your Infrastructure Affected by CVE-2026-90777?

EchelonGraph automatically scans your cloud infrastructure and maps CVE exposure using blast radius analysis.