CVE-2026-21531 | Azure SDK for Python Remote Code Execution Vulnerability

Deserialization of untrusted data in Azure SDK allows an unauthorized attacker to execute code over a network.

Published: 2026-02-10 Last update: 2026-02-12 Assigner: [email protected] Source: [email protected]

Conclusion & alert: CVE-2026-21531 is rated Moderate Risk (61.7/100): CVSS Critical severity, with medium exploitation likelihood (EPSS 0.46%). Mandatory action: Review affected assets and schedule remediation.

Risk is dynamic; we continuously reassess and refresh what is shown on this page as upstream context changes.

Exploit prediction scoring system (EPSS) score for CVE-2026-21531

EPSS lead: Daily EPSS estimates relative likelihood of exploitation; percentile ranks this CVE among scored vulnerabilities (higher = more severe relative rank).

# Date Old EPSS score New EPSS score Delta (New - Old)
1 2026-03-21 0.32% 0.46% +0.14%
2 2026-03-07 0.16% 0.32% +0.15%
3 2026-02-11 0.16%

Full EPSS history (3 records total)

Common vulnerability scoring system (CVSS) metrics for CVE-2026-21531

CVSS metrics for this CVE.

Base score Version Severity Vector Exploitability Impact Score source
9.8 3.1 CRITICAL
CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H Click to expand
Attack vector (AV:N)
Could be attacked over the internet or any normal routed network—not just someone sitting at the machine.
Attack complexity (AC:L)
Once they can reach the bug, pulling it off is straightforward—no weird race conditions or rare setup.
Privileges required (PR:N)
No account or special rights needed—anonymous or random user is enough.
User interaction (UI:N)
Nobody has to click “OK” or open a trap file; it can work without a victim helping.
Scope (S:U)
Damage stays in the same “trust bubble” as the broken component—no big spill into unrelated systems.
Confidentiality (C:H)
Serious risk that confidential data gets exposed in a big way.
Integrity (I:H)
They could widely tamper with or forge data—trust in the data is badly hurt.
Availability (A:H)
Could take the service down hard or make it unusable for people who depend on it.
3.9 5.9 [email protected]

Weakness enumeration for CVE-2026-21531

GitHub Security Advisory for CVE-2026-21531

GHSA-436v-jg82-p533 · Severity: critical · Ecosystem: pip — Azure AI Language Authoring Elevation of Privilege Vulnerability can Lead to RCE

Affected software / configurations for CVE-2026-21531

Vendor Product Version Raw CPE
microsoft azure_conversation_authoring_client_library 1.0.0 cpe:2.3:a:microsoft:azure_conversation_authoring_client_library:1.0.0:beta1:*:*:*:python:*:*
microsoft azure_conversation_authoring_client_library 1.0.0 cpe:2.3:a:microsoft:azure_conversation_authoring_client_library:1.0.0:beta2:*:*:*:python:*:*
microsoft azure_conversation_authoring_client_library 1.0.0 cpe:2.3:a:microsoft:azure_conversation_authoring_client_library:1.0.0:beta3:*:*:*:python:*:*

References for CVE-2026-21531

cvelogic Threat Intelligence