Abubakar Abid

8 exploits Active since Mar 2022
CVE-2023-51449 WRITEUP MEDIUM WRITEUP
gradio < 4.11.0 - Path Traversal via /file Route
Gradio is an open-source Python package that allows you to quickly build a demo or web application for your machine learning model, API, or any arbitary Python function. Versions of `gradio` prior to 4.11.0 contained a vulnerability in the `/file` route which made them susceptible to file traversal attacks in which an attacker could access arbitrary files on a machine running a Gradio app with a public URL (e.g. if the demo was created with `share=True`, or on Hugging Face Spaces) if they knew the path of files to look for. This issue has been patched in version 4.11.0.
CVSS 5.6
CVE-2022-24770 WRITEUP HIGH WRITEUP
gradio < 2.8.11 - CSV Injection via Flagging Functionality
`gradio` is an open source framework for building interactive machine learning models and demos. Prior to version 2.8.11, `gradio` suffers from Improper Neutralization of Formula Elements in a CSV File. The `gradio` library has a flagging functionality which saves input/output data into a CSV file on the developer's computer. This can allow a user to save arbitrary text into the CSV file, such as commands. If a program like MS Excel opens such a file, then it automatically runs these commands, which could lead to arbitrary commands running on the user's computer. The problem has been patched as of `2.8.11`, which escapes the saved csv with single quotes. As a workaround, avoid opening csv files generated by `gradio` with Excel or similar spreadsheet programs.
CVSS 8.8
CVE-2023-51449 WRITEUP MEDIUM WRITEUP
gradio < 4.11.0 - Path Traversal via /file Route
Gradio is an open-source Python package that allows you to quickly build a demo or web application for your machine learning model, API, or any arbitary Python function. Versions of `gradio` prior to 4.11.0 contained a vulnerability in the `/file` route which made them susceptible to file traversal attacks in which an attacker could access arbitrary files on a machine running a Gradio app with a public URL (e.g. if the demo was created with `share=True`, or on Hugging Face Spaces) if they knew the path of files to look for. This issue has been patched in version 4.11.0.
CVSS 5.6
CVE-2024-0964 WRITEUP CRITICAL WRITEUP
Gradio < 4.9.0 - Path Traversal via API Request JSON Value
A local file include could be remotely triggered in Gradio due to a vulnerable user-supplied JSON value in an API request.
CVSS 9.4
CVE-2024-1183 WRITEUP MEDIUM WRITEUP
gradio 3.41.0-4.10.0 - Server-Side Request Forgery via File Parameter
An SSRF (Server-Side Request Forgery) vulnerability exists in the gradio-app/gradio repository, allowing attackers to scan and identify open ports within an internal network. By manipulating the 'file' parameter in a GET request, an attacker can discern the status of internal ports based on the presence of a 'Location' header or a 'File not allowed' error in the response.
CVSS 6.5
CVE-2024-1727 WRITEUP MEDIUM WRITEUP
gradio < 4.19.2 - Cross-Site Request Forgery via File Upload
A Cross-Site Request Forgery (CSRF) vulnerability in gradio-app/gradio allows attackers to upload multiple large files to a victim's system if they are running Gradio locally. By crafting a malicious HTML page that triggers an unauthorized file upload to the victim's server, an attacker can deplete the system's disk space, potentially leading to a denial of service. This issue affects the file upload functionality as implemented in gradio/routes.py.
CVSS 4.3
CVE-2024-1729 WRITEUP MEDIUM WRITEUP
gradio < 4.19.2 - Timing Attack via Login Function Password Comparison
A timing attack vulnerability exists in the gradio-app/gradio repository, specifically within the login function in routes.py. The vulnerability arises from the use of a direct comparison operation (`app.auth[username] == password`) to validate user credentials, which can be exploited to guess passwords based on response times. Successful exploitation of this vulnerability could allow an attacker to bypass authentication mechanisms and gain unauthorized access.
CVSS 5.9
CVE-2024-2206 WRITEUP MEDIUM WRITEUP
gradio < 4.18.0 - Server-Side Request Forgery via Proxy Route URL Validation
An SSRF vulnerability exists in the gradio-app/gradio due to insufficient validation of user-supplied URLs in the `/proxy` route. Attackers can exploit this vulnerability by manipulating the `self.replica_urls` set through the `X-Direct-Url` header in requests to the `/` and `/config` routes, allowing the addition of arbitrary URLs for proxying. This flaw enables unauthorized proxying of requests and potential access to internal endpoints within the Hugging Face space. The issue arises from the application's inadequate checking of safe URLs in the `build_proxy_request` function.
CVSS 6.5