Description
A security flaw has been discovered in DeepPavlov up to 1.7.0. Impacted is the function resolve of the file deeppavlov/core/common/params.py of the component Config Reference Resolver. The manipulation results in code injection. The attack can be launched remotely. The exploit has been released to the public and may be used for attacks. The project was informed of the problem early through an issue report but has not responded yet.
Published: 2026-10-19
Score: 5.3 Medium
EPSS: < 1% Very Low
KEV: No
Impact: Code injection through the Config Reference Resolver which can lead to remote code execution
Action: Immediate Patch
AI Analysis

Impact

The vulnerability lies in the resolve function of DeepPavlov's Config Reference Resolver, allowing an attacker to craft input that injects and executes arbitrary code. This occurs when parameters are processed by the function, and the attack can be launched remotely. The exploitation of this weakness can compromise the confidentiality, integrity, and availability of the affected system, potentially granting full remote code execution.

Affected Systems

DeepPavlov libraries up to version 1.7.0 are affected. The issue is present in the deeppavlov/core/common/params.py component across all installations using these versions. No other vendor or product lines are listed as impacted.

Risk and Exploitability

The CVSS score is 5.3, indicating moderate severity, and the public exploit demonstrates the vulnerability is actionable. The EPSS score is unavailable, while the vulnerability is not yet listed in CISA KEV. The likely attack vector is remote code execution via crafted input to the resolve function, requiring network access to the service exposing the resolver.

Generated by OpenCVE AI on October 19, 2026 at 10:32 UTC.

Remediation

No solution or workaround provided in the CVE record.

OpenCVE Recommended Actions

  • Upgrade DeepPavlov to a version newer than 1.7.0 once the vendor releases a patch.
  • If an upgrade is not immediately possible, restrict or disable the Config Reference Resolver component or enforce strict input validation on the parameters that invoke it.
  • Apply general best practices such as restricting network exposure of services consuming user-supplied configuration and monitoring for anomalous execution behaviors.

Generated by OpenCVE AI on October 19, 2026 at 10:32 UTC.

Tracking

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Advisories

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History

Mon, 19 Oct 2026 09:15:00 +0000

Type Values Removed Values Added
Description A security flaw has been discovered in DeepPavlov up to 1.7.0. Impacted is the function resolve of the file deeppavlov/core/common/params.py of the component Config Reference Resolver. The manipulation results in code injection. The attack can be launched remotely. The exploit has been released to the public and may be used for attacks. The project was informed of the problem early through an issue report but has not responded yet.
Title DeepPavlov Config Reference Resolver params.py resolve code injection
First Time appeared Deeppavlov
Deeppavlov deeppavlov
Weaknesses CWE-74
CWE-94
CPEs cpe:2.3:a:deeppavlov:deeppavlov:*:*:*:*:*:*:*:*
Vendors & Products Deeppavlov
Deeppavlov deeppavlov
References
Metrics cvssV2_0

{'score': 7.5, 'vector': 'AV:N/AC:L/Au:N/C:P/I:P/A:P/E:POC/RL:ND/RC:C'}

cvssV3_0

{'score': 6.3, 'vector': 'CVSS:3.0/AV:N/AC:L/PR:N/UI:R/S:U/C:L/I:L/A:L/E:P/RL:X/RC:C'}

cvssV3_1

{'score': 6.3, 'vector': 'CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:L/I:L/A:L/E:P/RL:X/RC:C'}

cvssV4_0

{'score': 5.3, 'vector': 'CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:P/VC:L/VI:L/VA:L/SC:N/SI:N/SA:N/E:P'}


Subscriptions

Deeppavlov Deeppavlov
cve-icon MITRE

Status: PUBLISHED

Assigner: VulDB

Published:

Updated: 2026-10-19T09:00:19.171Z

Reserved: 2026-10-18T17:17:09.199Z

Link: CVE-2026-112098

cve-icon Vulnrichment

No data.

cve-icon NVD

Status : Deferred

Published: 2026-10-19T09:17:07.917

Modified: 2026-10-19T15:16:45.150

Link: CVE-2026-112098

cve-icon Redhat

No data.

cve-icon OpenCVE Enrichment

Updated: 2026-10-19T10:45:16Z

Weaknesses
  • CWE-74

    Improper Neutralization of Special Elements in Output Used by a Downstream Component ('Injection')

  • CWE-94

    Improper Control of Generation of Code ('Code Injection')