LiveActive security incident?Get immediate response
CVE Record

CVE-2026-21892: Parsl Monitoring Visualization Vulnerable to SQL Injection

Parsl is a Python parallel scripting library. A SQL Injection vulnerability exists in the parsl-visualize component of versions prior to 2026.01.05. The application constructs SQL queries using unsafe string formatting (Python % operator) with user-supplied input (workflow_id) directly from URL routes. This allows an unauthenticated attacker with access to the visualization dashboard to inject arbitrary SQL commands, potentially leading to data exfiltration or denial of service against the monitoring database. Version 2026.01.05 fixes the issue.

MediumCVSS 5.3Not KEV-listedUpdated
Glexia's TakeAutomated analysismoderate

Security readout for executives and security teams

Plain-English summary

CVE-2026-21892 affects Parsl’s monitoring visualization dashboard. If an attacker can reach that dashboard, they may abuse a SQL injection flaw in the workflow_id route input. The vendor says this could affect the monitoring database, including possible data exposure or denial of service. The issue is fixed in Parsl 2026.01.05.

Executive priority

Treat as a timely remediation item for teams using Parsl monitoring dashboards. Priority rises if the dashboard is internet-facing, unauthenticated, or accessible across shared research environments. Not enough evidence supports emergency response absent exposure or exploitation indicators.

Technical view

Parsl versions before 2026.01.05 have SQL injection in parsl-visualize. The vulnerable code used unsafe Python string formatting to build SQL queries with URL-supplied workflow_id values. The advisory describes unauthenticated network access to the visualization dashboard as sufficient. Published CVSS is 5.3, though the description mentions potential exfiltration while the vector lists no confidentiality impact.

Likely exposure

Exposure is most likely where parsl-visualize is enabled and reachable by untrusted users or networks. Internal-only research dashboards still matter if broadly accessible. Systems not running the visualization component are less likely to be exposed, based on the provided sources.

Exploitation context

No source provided indicates active exploitation, and the CVE is not listed as KEV in the bundle. Exploitation requires access to the visualization dashboard. The issue is unauthenticated according to the advisory, so network reachability is the main practical control.

Researcher notes

The primary sources identify CWE-89 and a fix commit. The CVSS vector indicates availability-only impact, while the narrative warns of possible data exfiltration; treat impact as source-inconsistent until vendor clarification. Do not assume broader Parsl components are affected beyond parsl-visualize.

Mitigation direction

  • Upgrade Parsl to version 2026.01.05 or later.
  • Restrict access to parsl-visualize to trusted networks and users.
  • Review vendor advisory for any environment-specific guidance.
  • Back up and monitor the monitoring database for abnormal activity.

Validation and detection

  • Inventory Parsl deployments and identify versions before 2026.01.05.
  • Confirm whether parsl-visualize is enabled in each deployment.
  • Check whether the dashboard is reachable from untrusted networks.
  • Review access logs for unusual workflow_id requests or database errors.
  • Verify upgraded hosts report Parsl 2026.01.05 or later.
Prepared
Confidence
high
Sources
4

Generated from the cited source records. This long-tail analysis has not been individually reviewed by a named human.

Potential ATT&CK relevance

Conservative CVE-to-ATT&CK context

These mappings and lookup hints may be relevant to the vulnerability behavior, CWE, affected product, or exposure path. Glexia-inferred context is not an official MITRE, ATT&CK, CWE, or CVE Program mapping.

ATT&CK lookup starting points

Use these exact CWE pages and searches to review the Glexia ATT&CK library from this CVE's weakness and description context.

cwe · medium confidence lookup

CWE-89: Database access and collection lookup

Injection into data stores can inform collection, data access, and exfiltration detection reviews. Open the exact CWE lookup page first, then review the ATT&CK searches from that MITRE weakness context. This is a Glexia lookup hint, not an official ATT&CK mapping.

Open ATT&CK lookup
description · low confidence lookup

Database behavior lookup

The CVE wording references database injection or access, so collection and exfiltration review may help. This is a Glexia inferred lookup path, not an official MITRE, ATT&CK, or CVE Program mapping.

Open ATT&CK lookup
cve · low confidence lookup

CVE-2026-21892 mapping review

Open the CVE-to-ATT&CK bridge for reviewed, inferred, or future official mappings tied to this CVE.

Open ATT&CK lookup
Vulnerability profileCVE Program record
Severity
Medium
CVSS
5.3 (3.1)
Known Exploited
No
Published

Vector: CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:L

Official CVE source material

CNA and ADP enrichment extracted from CVE v5

These fields come from the CVE record and ADP containers, not from Glexia's Take. They preserve time-varying source decisions such as CISA SSVC, KEV status, CVSS metrics, and provider references.

1CVSS vectors
0Timeline events
0ADP providers
3Source links

CVSS vector scores

1 official score

We collect every scored CVSS vector available in the official CNA and ADP containers. When more than one version is present, the table keeps the source vectors side by side instead of collapsing them into the highest score.

ScoreVersionSeverityVectorExploitImpactSource
5.3CVSS 3.1MediumCVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:L3.91.4Primary CVE score

Vulnerability scoring details

Base CVSS 3.1 score

5.3Medium
CVSS 3.1 vector shape for CVE-2026-21892Attack VectorAttack ComplexityPrivileges RequiredUser InteractionScopeConfidentiality ImpactIntegrity ImpactAvailability Impact

Vector: CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:L

Attack Vector
NetworkAdjacentLocalPhysical
Attack Complexity
LowHigh
Privileges Required
NoneLowHigh
User Interaction
NoneRequired
Scope
ChangedUnchanged
Confidentiality Impact
HighLowNone
Integrity Impact
HighLowNone
Availability Impact
HighLowNone
Affected products

Products and packages named in the record

VendorProductVersion / packageStatus
Parslparsl< 2026.01.05Listed
Weakness

CWE details

CWE links open Glexia weakness intelligence pages with official CWE context, developer remediation guidance, and related CVE mappings.

CWE-89 · source CWE mapping

Improper Neutralization of Special Elements used in an SQL Command ('SQL Injection')

Improper Neutralization of Special Elements used in an SQL Command ('SQL Injection') represents a recurring weakness pattern that can create exploitable paths when design, validation, or implementation controls are missing.