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CVE-2026-39890

CRITICAL

PraisonAI Vulnerable to Remote Code Execution via YAML Deserialization in Agent Definition Loading

Published April 8, 2026Updated June 29, 2026Source: osv

Summary

## Summary The `AgentService.loadAgentFromFile` method uses the `js-yaml` library to parse YAML files without disabling dangerous tags (such as `!!js/function` and `!!js/undefined`). This allows an attacker to craft a malicious YAML file that, when parsed, executes arbitrary JavaScript code. An attacker can exploit this vulnerability by uploading a malicious agent definition file via the API endpoint, leading to remote code execution (RCE) on the server. ## Details The vulnerability exists in the YAML deserialization process. The `js-yaml` library's `load` function is used without specifying a safe schema (e.g., `JSON_SCHEMA` or `DEFAULT_SAFE_SCHEMA`). This enables the parsing of JavaScript functions and other dangerous types. When a malicious YAML file containing a `!!js/function` tag is parsed, the function is evaluated, leading to arbitrary code execution. The vulnerable code is located in `src/agents/agent.service.ts` at line 55. ## PoC An attacker can create a malicious agent YAML file with the following content: ```yaml !!js/function > function(){ require('child_process').execSync('touch /tmp/pwned') } ``` Then, upload this file as an agent definition via the API endpoint that uses `AgentService.loadAgentFromFile`. When the agent is loaded (either during startup or via an API call that triggers loading), the payload will execute the command `touch /tmp/pwned`, demonstrating arbitrary code execution. ## Impact This vulnerability allows an unauthenticated attacker (if the API endpoint is unprotected) or an authenticated attacker with the ability to upload agent definitions to execute arbitrary code on the server. This can lead to complete compromise of the server, data theft, or further network penetration. ## Recommended Fix Replace the unsafe `load` method with a safe alternative. Specifically, use the `load` method with a safe schema, such as `JSON_SCHEMA` or `DEFAULT_SAFE_SCHEMA`. For example: ```typescript import yaml from 'js-yaml'; import { JSON_SCHEMA } from 'js-yaml'; // In the loadAgentFromFile method const agent = yaml.load(fileContent, { schema: JSON_SCHEMA }); ``` Alternatively, if the application requires only a subset of YAML features, consider using the `safeLoad` method from an older version (though note it was deprecated). The key is to avoid loading tags that can execute code. Additionally, validate and sanitize all user input, especially file uploads. Ensure that agent definition files are only uploaded by trusted users and consider storing them in a secure location with proper access controls.

Remediation

Upgrade to the fixed version using your package manager.

pip
Update praisonai to 4.5.115 or later
pip install "praisonai>=4.5.115"

After upgrading, run your dependency scanner again to confirm the vulnerability is resolved.

Affected Packages (1)

PackageEcosystemAffectedFixed In
praisonai
pypi
0.0.1, 0.0.10, 0.0.11, 0.0.12 (+669 more)4.5.115

Vulnerability Classification

Common Weakness Enumeration (CWE) identifiers for this vulnerability type.

  • CWE-502
    Deserialization of Untrusted DataMITRE

CVSS Score Breakdown

What the CVSS (Common Vulnerability Scoring System) 9.8 score means for each attack dimension.

Attack Vector
Network
Attack Complexity
Low
Privileges Required
None
User Interaction
None
Scope
Unchanged
Confidentiality
High
Integrity
High
Availability
High

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

Frequently Asked Questions

What is CVE-2026-39890?
PraisonAI Vulnerable to Remote Code Execution via YAML Deserialization in Agent Definition Loading This vulnerability has been assigned a severity rating of CRITICAL (CVSS score: 9.8/10).
How do I check if my project is affected by CVE-2026-39890?
CVE-2026-39890 affects praisonai. Use GeekWala's free vulnerability scanner to check your dependencies against CVE-2026-39890 and 200,000+ other known vulnerabilities.

Severity & Exploitability

CVSS Score
9.8

Exploitation is straightforward and causes maximum impact. Patch immediately.

Also Known As

GHSA-32vr-5gcf-3pw2
PYSEC-2026-462

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