CVE-2026-112100: DeepPavlov code injection in MultiTaskPipelinePreprocessor

CVE-2026-112100 · Severity: medium · CVSS 5.5 · Published 2026-10-19

DeepPavlov is an open-source library for building chatbots and dialogue systems using deep learning. A code injection vulnerability in the MultiTaskPipelinePreprocessor component allows arbitrary Python code execution when loading a model configuration file, enabling attackers to compromise systems that run untrusted model packages.

Technologies: DeepPavlov. Vendors: DeepPavlov.

Quick answers

Is CVE-2026-112100 exploited in the wild?
No. Junglewise Threat Intelligence has no report of CVE-2026-112100 being exploited in the wild.
How severe is CVE-2026-112100?
Medium severity, with a CVSS score of 5.5, published 19 October 2026.
Which products and versions are affected?
DeepPavlov up to 1.7.0.
Is there a fix for CVE-2026-112100?
No fixed version is recorded yet. Check the vendor's advisory in the references below. If you run it, Junglewise drafts a mitigation that fits your setup and applies it once you approve, with senior security engineers behind it.
How is CVE-2026-112100 attacked?
It is attacked over the network, in a software library.
Am I affected by CVE-2026-112100?
Check whether you run DeepPavlov at an affected version. Junglewise does that check for you around the clock: connect your code, cloud and domains, and it matches new vulnerabilities like this one against what you actually run and tells you when one reaches you.

Technical details

The MultiTaskPipelinePreprocessor.__init__ method uses Python's eval() function to evaluate the "preprocessor" parameter from a JSON configuration file without validation, allowing arbitrary code execution. The vulnerable parameter is attacker-controlled via the model config.json and reaches eval() without sanitization, making remote code execution possible if a victim loads a malicious model package via deeppavlov.build_model(), deeppavlov predict, or deeppavlov interact commands. The fix requires replacing eval() with safe class resolution through the component registry or an explicit allowlist.

Affected products

  • DeepPavlov DeepPavlov up to 1.7.0

Timeline

  • 2026-10-03: disclosed: Issue #1714 reported on GitHub
  • 2026-10-19: advisory

References

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