CVE-2026-39890: Praisonai Remote Code Execution Vulnerability

CRITICAL
Advisory Identifier: GHSA-32vr-5gcf-3pw2
CVSS 9.8
CWE-502
Published
Advisory Summary

CVE-2026-39890 is a CRITICAL (CVSS 9.8) remote code execution vulnerability (CWE-502: Deserialization of Untrusted Data) affecting Praisonai libraries in the PyPI ecosystem. The issue involves praisonai vulnerable to remote code execution via yaml deserialization in agent definition loading. Remediation is available by upgrading affected packages to version 4.5.115.

CVE-2026-39890 at a Glance

CVE Identifier CVE-2026-39890
GHSA Identifier GHSA-32vr-5gcf-3pw2
Severity CRITICAL
CVSS v3.1 Base Score 9.8
CWE Classification CWE-502: Deserialization of Untrusted Data
Affected Product Praisonai
Package Ecosystem PyPI
Published Date
Last Updated

Security Impact

CVSS: 9.8

The security impact metrics below are parsed directly from the CVSS v3.1 vector string (CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H).

Attack Vector Network (AV:N)
Attack Complexity Low (AC:L)
Privileges Required None (PR:N)
User Interaction None (UI:N)
Scope Unchanged (S:U)
Confidentiality High (C:H)
Integrity High (I:H)
Availability High (A:H)

How to Fix CVE-2026-39890

To remediate this vulnerability, upgrade all affected Praisonai dependencies to a patched release. Both direct and transitive dependencies should be checked, as frameworks or security libraries may pull in vulnerable versions transitively.

praisonai fixed: 4.5.115
pip install praisonai>=4.5.115
Verify Direct and Transitive Dependencies

Run the following command in your project directory to verify that all resolved dependencies use the patched release:

pip show praisonai

How to Check if You Are Affected

To determine whether your Python environment is affected by CVE-2026-39890, inspect your installed packages using pip:

pip show praisonai

Analyze the terminal output to locate any version of Praisonai in your dependency tree. If any resolved version matches the vulnerable ranges listed in the table below (for example, versions earlier than 4.5.115), your application is affected.

Note: The pip show praisonai command checks currently installed packages in your active Python environment.

Technical Details

Vulnerability Mechanism & Technical Analysis

This vulnerability is classified under CWE-502: Deserialization of Untrusted Data, where the product deserializes untrusted data without sufficiently ensuring that the resulting data will be valid. In Praisonai, software state validation or input boundaries are circumvented during processing. Review the official source advisory statement below for specific affected components, classes, and reproduction details.

Source Advisory Statement

## 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.

CVE-2026-39890 Affected Praisonai Versions

1 component(s)
Fixed Versions:
4.5.115
Product / Package Ecosystem Affected Versions Fixed Version
praisonai
PyPI
< 4.5.115
4.5.115

References

Frequently Asked Questions

What is CVE-2026-39890?
CVE-2026-39890 is a security vulnerability in Praisonai involving PraisonAI Vulnerable to Remote Code Execution via YAML Deserialization in Agent Definition Loading under CWE-502: Deserialization of Untrusted Data.
Which Praisonai versions are affected?
Affected versions include releases prior to 4.5.115 across affected packages: praisonai.
What version fixes CVE-2026-39890?
Upgrading to 4.5.115 (or the latest patched release for your respective branch) resolves the vulnerability.
Is praisonai affected?
Yes, praisonai is affected in releases prior to 4.5.115. Upgrade your dependency to 4.5.115 or later.
What is the CVSS score of CVE-2026-39890?
CVE-2026-39890 has a CVSS v3.1 base score of 9.8 (CRITICAL) with vector string CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H.
What CWE is associated with CVE-2026-39890?
CVE-2026-39890 is classified under CWE-502: Deserialization of Untrusted Data (The product deserializes untrusted data without sufficiently ensuring that the resulting data will be valid.).
How can I check PyPI dependencies for CVE-2026-39890?
Run the dependency tree command: 'pip show praisonai'. This command lists direct and transitive dependencies in your build configuration so you can verify if a vulnerable version is resolved.
Machine-readable OSV JSON OSV v1.5 Schema
Normalized schema output
{
  "schema_version" : "1.4.0",
  "id" : "GHSA-32vr-5gcf-3pw2",
  "modified" : "2026-04-09T14:29:45Z",
  "published" : "2026-04-08T19:17:11Z",
  "aliases" : [ "CVE-2026-39890" ],
  "summary" : "PraisonAI Vulnerable to Remote Code Execution via YAML Deserialization in Agent Definition Loading",
  "details" : "## Summary\nThe `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.\n\n## Details\nThe 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.\n\nThe vulnerable code is located in `src/agents/agent.service.ts` at line 55.\n\n## PoC\nAn attacker can create a malicious agent YAML file with the following content:\n```yaml\n!!js/function >\n  function(){ require('child_process').execSync('touch /tmp/pwned') }\n```\nThen, 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.\n\n## Impact\nThis 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.\n\n## Recommended Fix\nReplace 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:\n\n```typescript\nimport yaml from 'js-yaml';\nimport { JSON_SCHEMA } from 'js-yaml';\n\n// In the loadAgentFromFile method\nconst agent = yaml.load(fileContent, { schema: JSON_SCHEMA });\n```\n\nAlternatively, 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.\n\nAdditionally, 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.",
  "severity" : [ {
    "type" : "CVSS_V3",
    "score" : "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H"
  } ],
  "affected" : [ {
    "package" : {
      "ecosystem" : "PyPI",
      "name" : "praisonai"
    },
    "ranges" : [ {
      "type" : "ECOSYSTEM",
      "events" : [ {
        "introduced" : "0"
      }, {
        "fixed" : "4.5.115"
      } ]
    } ],
    "database_specific" : {
      "last_known_affected_version_range" : "<= 4.5.114"
    }
  } ],
  "references" : [ {
    "type" : "WEB",
    "url" : "https://github.com/MervinPraison/PraisonAI/security/advisories/GHSA-32vr-5gcf-3pw2"
  }, {
    "type" : "ADVISORY",
    "url" : "https://nvd.nist.gov/vuln/detail/CVE-2026-39890"
  }, {
    "type" : "PACKAGE",
    "url" : "https://github.com/MervinPraison/PraisonAI"
  }, {
    "type" : "WEB",
    "url" : "https://github.com/MervinPraison/PraisonAI/releases/tag/v4.5.115"
  } ],
  "database_specific" : {
    "cwe_ids" : [ "CWE-502" ],
    "severity" : "CRITICAL",
    "github_reviewed" : true,
    "github_reviewed_at" : "2026-04-08T19:17:11Z",
    "nvd_published_at" : "2026-04-08T21:17:01Z"
  }
}