CVE-2026-39890: Praisonai Remote Code Execution Vulnerability
CRITICALCVE-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
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).
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.
pip install praisonai>=4.5.115
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
CVE-2026-39890 Affected Praisonai Versions
1 component(s)| Product / Package | Ecosystem | Affected Versions | Fixed Version |
|---|---|---|---|
|
praisonai
|
PyPI |
< 4.5.115
|
4.5.115
|
References
Frequently Asked Questions
What is CVE-2026-39890?
Which Praisonai versions are affected?
What version fixes CVE-2026-39890?
Is praisonai affected?
What is the CVSS score of CVE-2026-39890?
What CWE is associated with CVE-2026-39890?
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Machine-readable OSV JSON
OSV v1.5 Schema
{
"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"
}
}