Is CVE-2026-56834 exploited in the wild?

No. Junglewise Threat Intelligence has no report of CVE-2026-56834 being exploited in the wild.

How severe is CVE-2026-56834?

High severity, with a CVSS score of 7.5, published 23 October 2026.

Which products and versions are affected?

MervinPraison PraisonAI 3.8.1 through 4.6.58; praisonai (PyPI) ECOSYSTEM:introduced=3.8.1,fixed=4.6.59.

Is there a fix for CVE-2026-56834?

Yes. praisonai (PyPI): upgrade to 4.6.59 or later. Junglewise finds every place you run it, drafts the upgrade and applies it once you approve.

How is CVE-2026-56834 attacked?

It is attacked over the network.

Am I affected by CVE-2026-56834?

Check whether you run MervinPraison PraisonAI or praisonai (PyPI) 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.

CVE-2026-56834: PraisonAI arbitrary file read in artifact tools

CVE-2026-56834 · Severity: high · CVSS 7.5 · Published 2026-10-23

PraisonAI is a multi-agent AI system that allows agents to explore large tool outputs stored as artifacts. A flaw in the artifact helper tools allows an attacker who can influence tool arguments to read arbitrary files on the host system, including environment files, cloud credentials, SSH keys, and source code. The vulnerability affects versions 3.8.1 through 4.6.58.

Technologies: MervinPraison PraisonAI, praisonai (PyPI). Vendors: MervinPraison, PyPI.

Quick answers

Is CVE-2026-56834 exploited in the wild?: No. Junglewise Threat Intelligence has no report of CVE-2026-56834 being exploited in the wild.
How severe is CVE-2026-56834?: High severity, with a CVSS score of 7.5, published 23 October 2026.
Which products and versions are affected?: MervinPraison PraisonAI 3.8.1 through 4.6.58; praisonai (PyPI) ECOSYSTEM:introduced=3.8.1,fixed=4.6.59.
Is there a fix for CVE-2026-56834?: Yes. praisonai (PyPI): upgrade to 4.6.59 or later. Junglewise finds every place you run it, drafts the upgrade and applies it once you approve.
How is CVE-2026-56834 attacked?: It is attacked over the network.
Am I affected by CVE-2026-56834?: Check whether you run MervinPraison PraisonAI or praisonai (PyPI) 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.

How to fix

praisonai (PyPI): upgrade to 4.6.59 or later
```
pip install "praisonai>=4.6.59"
```

Technical details

The artifact_head, artifact_tail, artifact_grep, and artifact_chunk tools accept user-supplied artifact_path parameters without validating that the path is confined to the configured artifact base directory or that it corresponds to a legitimate artifact. These functions wrap the caller-supplied path directly into an ArtifactRef and read it from the filesystem, bypassing containment checks. An attacker with network access to a PraisonAI agent exposed via ctx.get_tools() can enumerate and read any file readable by the PraisonAI process.

Affected products

MervinPraison PraisonAI 3.8.1 through 4.6.58

Identifiers

CVE-2026-56834
GHSA-j7qx-p75m-wp7g
PYSEC-2026-3514

Timeline

2026-06-17: disclosed
2026-10-23: advisory
2026-06-17: patched: Version 4.6.59 released with patch

References

https://github.com/MervinPraison/PraisonAI/security/advisories/GHSA-j7qx-p75m-wp7g

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