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CVE-2025-23042

UNKNOWN
Published 2025-01-14T18:49:16.329Z
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Description

Gradio is an open-source Python package that allows quick building of demos and web application for machine learning models, API, or any arbitrary Python function. Gradio's Access Control List (ACL) for file paths can be bypassed by altering the letter case of a blocked file or directory path. This vulnerability arises due to the lack of case normalization in the file path validation logic. On case-insensitive file systems, such as those used by Windows and macOS, this flaw enables attackers to circumvent security restrictions and access sensitive files that should be protected. This issue can lead to unauthorized data access, exposing sensitive information and undermining the integrity of Gradio's security model. Given Gradio's popularity for building web applications, particularly in machine learning and AI, this vulnerability may pose a substantial threat if exploited in production environments. This issue has been addressed in release version 5.6.0. Users are advised to upgrade. There are no known workarounds for this vulnerability.

Available Exploits

No exploits available for this CVE.

Related News

CVE-2025-23042 (CVSS 9.1): Gradio Patches Critical ACL Bypass Flaw in Popular Machine Learning Platform

Gradio, a popular open-source Python library for creating machine learning demos and web applications, has recently patched a The post CVE-2025-23042 (CVSS 9.1): Gradio Patches Critical ACL Bypass Flaw in Popular Machine Learning Platform appeared first on Cybersecurity News.

SecurityOnline.info 2025-01-16 02:10

Affected Products

GitHub Security Advisories

Community-driven vulnerability intelligence from GitHub

✓ GitHub Reviewed CRITICAL

Gradio Blocked Path ACL Bypass Vulnerability

GHSA-j2jg-fq62-7c3h

Advisory Details

## Summary Gradio's Access Control List (ACL) for file paths can be bypassed by altering the letter case of a blocked file or directory path. This vulnerability arises due to the lack of case normalization in the file path validation logic. On case-insensitive file systems, such as those used by Windows and macOS, this flaw enables attackers to circumvent security restrictions and access sensitive files that should be protected. This issue can lead to unauthorized data access, exposing sensitive information and undermining the integrity of Gradio's security model. Given Gradio's popularity for building web applications, particularly in machine learning and AI, this vulnerability may pose a substantial threat if exploited in production environments. ## Affected Version Gradio <= 5.6.0 ## Impact - **Unauthorized Access**: Sensitive files or directories specified in `blocked_paths` can be accessed by attackers. - **Data Exposure**: Critical files, such as configuration files or user data, may be leaked. - **Security Breach**: This can lead to broader application or system compromise if sensitive files contain credentials or API keys. ## Root Cause The [`blocked_paths`](https://github.com/gradio-app/gradio/blob/main/gradio/blocks.py#L2310) parameter in Gradio block's initial configuration is designed to restrict user access to specific files or directories in the local file system. However, it does not account for case-insensitive operating systems, such as Windows and macOS. This oversight enables attackers to bypass ACL restrictions by changing the case of file paths. Vulnerable snippet: ```python # https://github.com/gradio-app/gradio/blob/main/gradio/utils.py#L1500-L1517 def is_allowed_file( path: Path, blocked_paths: Sequence[str | Path], allowed_paths: Sequence[str | Path], created_paths: Sequence[str | Path], ) -> tuple[ bool, Literal["in_blocklist", "allowed", "created", "not_created_or_allowed"] ]: in_blocklist = any( is_in_or_equal(path, blocked_path) for blocked_path in blocked_paths ) if in_blocklist: return False, "in_blocklist" if any(is_in_or_equal(path, allowed_path) for allowed_path in allowed_paths): return True, "allowed" if any(is_in_or_equal(path, created_path) for created_path in created_paths): return True, "created" return False, "not_created_or_allowed" ``` Gradio relies on `is_in_or_equal` to determine if a file path is restricted. However, this logic fails to handle case variations in paths on case-insensitive file systems, leading to the bypass. ## Proof of Concept (PoC) ### Steps to Reproduce - Deploy a Gradio demo app on a case-insensitive operating system (e.g., Windows or macOS). ```bash import gradio as gr def update(name): return f"Welcome to Gradio, {name}!" with gr.Blocks() as demo: gr.Markdown("Start typing below and then click **Run** to see the output.") with gr.Row(): inp = gr.Textbox(placeholder="What is your name?") out = gr.Textbox() btn = gr.Button("Run") btn.click(fn=update, inputs=inp, outputs=out) demo.launch(blocked_paths=['resources/admin'], allowed_paths=['resources/']) ``` - Set up the file system: - Create a folder named `resources` in the same directory as the app, containing a file `1.txt`. - Inside the `resources` folder, create a subfolder named `admin` containing a sensitive file `credential.txt` (this file should be inaccessible due to `blocked_paths`). - Perform the attack: - Access the sensitive file using a case-altered path: ``` http://127.0.0.1:PORT/gradio_api/file=resources/adMin/credential.txt ``` ### Expected Result Access to `resources/admin/credential.txt` should be blocked. ### Actual Result By altering the case in the path (e.g., `adMin`), the blocked ACL is bypassed, and unauthorized access to the sensitive file is granted. ![image-20241119172439042](https://api.2h0ng.wiki:443/noteimages/2024/11/19/17-24-39-883969d4c31ce8a8d2a939654fab56d4.png) This demonstration highlights that flipping the case of restricted paths allows attackers to bypass Gradio's ACL and access sensitive data. ## Remediation Recommendations 1. **Normalize Path Case**: - Before evaluating paths against the ACL, normalize the case of both the requested path and the blocked paths (e.g., convert all paths to lowercase). - Example: ```python normalized_path = str(path).lower() normalized_blocked_paths = [str(p).lower() for p in blocked_paths] ``` 2. **Update Documentation**: - Warn developers about potential risks when deploying Gradio on case-insensitive file systems. 3. **Release Security Patches**: - Notify users of the vulnerability and release an updated version of Gradio with the fixed logic. ##

Affected Packages

PyPI gradio
ECOSYSTEM: ≥0 <5.11.0

CVSS Scoring

CVSS Score

9.0

CVSS Vector

CVSS:4.0/AV:N/AC:L/AT:P/PR:N/UI:N/VC:H/VI:H/VA:N/SC:N/SI:N/SA:N

Advisory provided by GitHub Security Advisory Database. Published: January 14, 2025, Modified: January 14, 2025

References

Published: 2025-01-14T18:49:16.329Z
Last Modified: 2025-02-12T20:31:19.766Z
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