Apache Airflow's serialization layer reconstructed exception nodes by calling import_string() on a class name taken from the serialized blob and instantiating it with arguments from the same blob, with no restriction on what could be imported. An operator's executor_config reaches that branch, so a Dag author could place a value there that causes an arbitrary callable to be imported and invoked -- for example subprocess.check_output, or builtins.eval on the builtins-prefixed variant. The code runs in the Scheduler, which reconstructs serialized Dags in its normal loop with no request involved, and in the API server, on any authenticated read of the Dag such as GET /api/v2/dags/{dag_id}/details. Both are components the Airflow security model states must never execute Dag-author code, and both hold the metadata database credentials and the JWT signing secret. No non-default configuration is required. This is a different sink from CVE-2026-33264, which covered only the trigger branch of the same deserializer: deployments that upgraded in response to that advisory are still affected through the exception branch and must upgrade again. Users are advised to upgrade to apache-airflow 3.3.1 or later, which restricts the imported class to a subclass of BaseException.
CVE-2026-58076
“—” beside the score: it is equal to NVD's CVSS score.
Score 8.8 from GitHub Security Advisory (severity: HIGH) published 2026-08-12. NVD baseline CVSS 8.8; sources differ by 0.0.
Also known asEUVD-2026-57315 (ENISA EUVD) · GHSA-8prw-8m6x-8w6f (GitHub Security Advisories)Source: ENISA EUVD
- High severity, but no confirmed exploitation yet
A fix is available — apply it.
- CVSS v3
- 8.8
- EG Score
- 8.8HIGHmedium confidence
- EG Risk
- 40EG Risk 40/100
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.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 low or medium mission impact; Track* at high (mission-essential systems).Exploitation none (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. - EPSS PROB
- 0.5%
- EPSS %ILE
- 41st
- 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
- 0.5% within 30 daysSource: FIRST EPSS (model v2026.06.15, score date 2026-10-31). 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 or medium mission impact; Track* at high (mission-essential systems).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 or medium mission impact; Track* at high (mission-essential systems).
A fix is available. Apply it within your standard update timelines.
Exploitation none (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
August 12, 2026
Last Modified
October 24, 2026
Advisory Details (3)
Auto-updated Aug 14, 2026Restrict exception-node deserialization to known classes without importing the stored name
Fix merged in apache/airflow PR #68511 on 2026-08-05 — awaiting tagged release
https://github.com/apache/airflow/pull/68511Vendor Advisories for CVE-2026-58076(1)
These vendors published their own advisory mentioning this CVE — often with vendor-specific remediation steps + affected product lists not in NVD.
Patch Availability(1)
| Vendor / Ecosystem | Fix (by version range) / Patch | Released | Source |
|---|---|---|---|
| pip | apache-airflow @ 3.3.1 (fixes >= 3.3.0, < 3.3.1) | — | ghsa |
Patches are aggregated from vendor advisories (Red Hat, Microsoft, Cisco, GitHub) and package ecosystems (OSV, GHSA). Multiple rows for the same upstream release have been deduplicated.
Affected Packages
(1 across 1 ecosystem)
PyPI(1)
| Package | Vulnerable range | Fix by version range | Dependents |
|---|---|---|---|
| apache-airflow | 3.3.0, 3.3.1rc1, 3.3.1rc2 |
| — |
Weakness Classification(1)
MITRE Common Weakness Enumeration — the root-cause categories this CVE belongs to.
Data Freshness Timeline
(refreshed 9× in last 7d / 43× 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 229 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 129 oldest rows on record are not shown and were not checked, so the counts can still include repeats.
- 2026-11-02 16:45 UTCEPSS rescoreEPSS 0.5% · 41st percentile
- 2026-11-01 16:35 UTCEPSS rescoreEPSS 0.5% · 41st percentile
- 2026-11-01 09:06 UTCEG score recompute
- 2026-11-01 09:06 UTCGHSA enrichmentGHSA-8prw-8m6x-8w6f · GitHub severity HIGH · GitHub CVSS 8.8
- 2026-10-31 16:33 UTCEPSS rescoreEPSS 0.5% · 41st percentile
- 2026-10-30 16:34 UTCEPSS rescoreEPSS 0.5% · 41st percentile
- 2026-10-29 16:33 UTCEPSS rescoreEPSS 0.5% · 41st percentile
- 2026-10-28 16:32 UTCEPSS rescoreEPSS 0.5% · 41st percentile
- 2026-10-27 16:32 UTCEPSS rescoreEPSS 0.5% · 41st percentile
- 2026-10-26 16:31 UTCEPSS rescoreEPSS 0.5% · 41st percentile
- 2026-10-25 16:33 UTCEPSS rescoreEPSS 0.5% · 41st percentile
- 2026-10-25 14:17 UTCEG score recompute
- 2026-10-24 16:33 UTCEPSS rescoreEPSS 0.5% · 40th percentile
- 2026-10-23 20:28 UTCEG score recompute
- 2026-10-23 16:32 UTCEPSS rescoreEPSS 0.5% · 40th percentile
- 2026-10-22 16:34 UTCEPSS rescoreEPSS 0.5% · 40th percentile
- 2026-10-21 16:33 UTCEPSS rescoreEPSS 0.5% · 40th percentile
- 2026-10-20 16:33 UTCEPSS rescoreEPSS 0.5% · 40th percentile
- 2026-10-19 16:32 UTCEPSS rescoreEPSS 0.5% · 40th percentile
- 2026-10-18 16:32 UTCEPSS rescoreEPSS 0.5% · 40th percentile
- 2026-10-18 03:28 UTCEG score recompute
- 2026-10-17 16:35 UTCEPSS rescoreEPSS 0.5% · 40th percentile
- 2026-10-16 16:42 UTCEPSS rescoreEPSS 0.5% · 40th percentile
- 2026-10-16 13:11 UTCEG score recompute
- 2026-10-15 16:32 UTCEPSS rescoreEPSS 0.5% · 40th percentile
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- 2026-10-14 16:33 UTCEPSS rescoreEPSS 0.5% · 40th percentile
- 2026-10-13 16:34 UTCEPSS rescoreEPSS 0.5% · 39th percentile
- 2026-10-12 16:34 UTCEPSS rescoreEPSS 0.5% · 39th percentile
- 2026-10-12 15:53 UTCEG score recompute
- 2026-10-11 19:37 UTCEG score recompute
- 2026-10-11 16:52 UTCEG score recompute
- 2026-10-11 14:14 UTCEG score recompute
- 2026-10-11 13:49 UTCEPSS rescoreEPSS 0.5% · 39th percentile
- 2026-10-10 20:00 UTCEPSS rescoreEPSS 0.5% · 39th percentile
- 2026-10-09 20:07 UTCEPSS rescoreEPSS 0.5% · 39th percentile
- 2026-10-08 17:13 UTCEPSS rescoreEPSS 0.5% · 39th percentile
- 2026-10-07 23:48 UTCEPSS rescoreEPSS 0.5% · 39th percentile
- 2026-10-06 17:28 UTCEG score recompute
- 2026-10-06 15:18 UTCEPSS rescoreEPSS 0.9% · 59th percentile
- 2026-10-05 17:43 UTCEPSS rescoreEPSS 0.9% · 59th percentile
- 2026-10-05 14:48 UTCEG score recompute
- 2026-10-04 23:22 UTCEPSS rescoreEPSS 0.9% · 59th percentile
- 2026-10-03 19:59 UTCEG score recompute
- 2026-10-03 14:26 UTCEPSS rescoreEPSS 0.9% · 59th percentile
- 2026-10-02 22:00 UTCEG score recompute
- 2026-10-02 22:00 UTCGHSA enrichmentGHSA-8prw-8m6x-8w6f · GitHub severity HIGH · GitHub CVSS 8.8
- 2026-10-02 17:56 UTCEPSS rescoreEPSS 0.9% · 59th percentile
- 2026-10-02 08:21 UTCEG score recompute
- 2026-10-02 08:21 UTCGHSA enrichmentGHSA-8prw-8m6x-8w6f · GitHub severity HIGH · GitHub CVSS 8.8
- 2026-10-01 19:50 UTCEPSS rescoreEPSS 0.9% · 58th percentile
- 2026-10-01 09:57 UTCGHSA enrichmentGHSA-8prw-8m6x-8w6f · GitHub severity HIGH · GitHub CVSS 8.8
- 2026-09-30 21:56 UTCEG score recompute
- 2026-09-30 21:56 UTCGHSA enrichmentGHSA-8prw-8m6x-8w6f · GitHub severity HIGH · GitHub CVSS 8.8
- 2026-09-30 15:03 UTCEPSS rescoreEPSS 0.9% · 58th percentile
- 2026-09-29 15:22 UTCEPSS rescoreEPSS 0.9% · 58th percentile
- 2026-09-29 04:49 UTCEG score recompute
- 2026-09-29 04:49 UTCGHSA enrichmentGHSA-8prw-8m6x-8w6f · GitHub severity HIGH · GitHub CVSS 8.8
- 2026-09-28 13:51 UTCEPSS rescoreEPSS 0.9% · 58th percentile
- 2026-09-28 13:11 UTCGHSA enrichmentGHSA-8prw-8m6x-8w6f · GitHub severity HIGH · GitHub CVSS 8.8
- 2026-09-28 01:27 UTCEG score recompute
- 2026-09-28 01:27 UTCGHSA enrichmentGHSA-8prw-8m6x-8w6f · GitHub severity HIGH · GitHub CVSS 8.8
- 2026-09-27 13:48 UTCEPSS rescoreEPSS 0.9% · 58th percentile
- 2026-09-27 09:55 UTCEG score recompute
- 2026-09-27 09:55 UTCGHSA enrichmentGHSA-8prw-8m6x-8w6f · GitHub severity HIGH · GitHub CVSS 8.8
- 2026-09-26 15:59 UTCEPSS rescoreEPSS 0.9% · 58th percentile
- 2026-09-25 03:42 UTCEG score recompute
- 2026-09-25 03:42 UTCGHSA enrichmentGHSA-8prw-8m6x-8w6f · GitHub severity HIGH · GitHub CVSS 8.8
- 2026-09-24 14:04 UTCEPSS rescoreEPSS 0.9% · 58th percentile
- 2026-09-24 08:38 UTCGHSA enrichmentGHSA-8prw-8m6x-8w6f · GitHub severity HIGH · GitHub CVSS 8.8
- 2026-09-23 20:54 UTCEG score recompute
- 2026-09-23 20:54 UTCGHSA enrichmentGHSA-8prw-8m6x-8w6f · GitHub severity HIGH · GitHub CVSS 8.8
- 2026-09-23 17:54 UTCEPSS rescoreEPSS 0.5% · 40th percentile
- 2026-09-23 08:50 UTCGHSA enrichmentGHSA-8prw-8m6x-8w6f · GitHub severity HIGH · GitHub CVSS 8.8
- 2026-09-22 21:06 UTCEG score recompute
- 2026-09-22 21:06 UTCGHSA enrichmentGHSA-8prw-8m6x-8w6f · GitHub severity HIGH · GitHub CVSS 8.8
- 2026-09-22 08:16 UTCEG score recompute
- 2026-09-22 08:16 UTCGHSA enrichmentGHSA-8prw-8m6x-8w6f · GitHub severity HIGH · GitHub CVSS 8.8
- 2026-09-21 20:10 UTCGHSA enrichmentGHSA-8prw-8m6x-8w6f · GitHub severity HIGH · GitHub CVSS 8.8
- 2026-09-21 06:27 UTCEG score recompute
- 2026-09-21 06:27 UTCGHSA enrichmentGHSA-8prw-8m6x-8w6f · GitHub severity HIGH · GitHub CVSS 8.8
- 2026-09-20 20:16 UTCEPSS rescoreEPSS 0.5% · 40th percentile
- 2026-09-20 16:35 UTCGHSA enrichmentGHSA-8prw-8m6x-8w6f · GitHub severity HIGH · GitHub CVSS 8.8
- 2026-09-20 02:53 UTCEG score recompute
- 2026-09-20 02:53 UTCGHSA enrichmentGHSA-8prw-8m6x-8w6f · GitHub severity HIGH · GitHub CVSS 8.8
- 2026-09-19 14:43 UTCGHSA enrichmentGHSA-8prw-8m6x-8w6f · GitHub severity HIGH · GitHub CVSS 8.8
- 2026-09-19 03:00 UTCEG score recompute
- 2026-09-19 03:00 UTCGHSA enrichmentGHSA-8prw-8m6x-8w6f · GitHub severity HIGH · GitHub CVSS 8.8
- 2026-09-18 19:28 UTCEPSS rescoreEPSS 0.5% · 40th percentile
- 2026-09-18 15:16 UTCGHSA enrichmentGHSA-8prw-8m6x-8w6f · GitHub severity HIGH · GitHub CVSS 8.8
- 2026-09-18 03:32 UTCEG score recompute
- 2026-09-18 03:32 UTCGHSA enrichmentGHSA-8prw-8m6x-8w6f · GitHub severity HIGH · GitHub CVSS 8.8
- 2026-09-17 19:31 UTCEPSS rescoreEPSS 0.5% · 40th percentile
- 2026-09-17 15:48 UTCGHSA enrichmentGHSA-8prw-8m6x-8w6f · GitHub severity HIGH · GitHub CVSS 8.8
- 2026-09-17 03:50 UTCGHSA enrichmentGHSA-8prw-8m6x-8w6f · GitHub severity HIGH · GitHub CVSS 8.8
- 2026-09-16 15:31 UTCGHSA enrichmentGHSA-8prw-8m6x-8w6f · GitHub severity HIGH · GitHub CVSS 8.8
- 2026-09-16 15:06 UTCEG score recompute
- 2026-09-16 15:06 UTCGHSA enrichmentGHSA-8prw-8m6x-8w6f · GitHub severity HIGH · GitHub CVSS 8.8
- 2026-09-16 14:08 UTCEPSS rescoreEPSS 0.5% · 40th percentile
- 2026-09-16 05:15 UTCEPSS rescoreEPSS 0.5% · 40th percentile
- 2026-09-16 03:29 UTCGHSA enrichmentGHSA-8prw-8m6x-8w6f · GitHub severity HIGH · GitHub CVSS 8.8
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Frequently asked(5)
What is CVE-2026-58076?
When was the CVE record for CVE-2026-58076 published?
Is CVE-2026-58076 actively exploited?
What is the CVSS score of CVE-2026-58076?
How do I remediate CVE-2026-58076?
Dependency Blast Radius
See which npm, PyPI, Go, and Maven packages are affected by CVE-2026-58076
Is Your Infrastructure Affected by CVE-2026-58076?
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