CVSS: 9.8EPSS: 0%CPEs: 1EXPL: 0CVE-2023-25823 – Gradio contains Use of Hard-coded Credentials
https://notcve.org/view.php?id=CVE-2023-25823
Gradio is an open-source Python library to build machine learning and data science demos and web applications. Versions prior to 3.13.1 contain Use of Hard-coded Credentials. When using Gradio's share links (i.e. creating a Gradio app and then setting `share=True`), a private SSH key is sent to any user that connects to the Gradio machine, which means that a user could access other users' shared Gradio demos. From there, other exploits are possible depending on the level of access/exposure the Gradio app provides. This issue is patched in version 3.13.1, however, users are recommended to update to 3.19.1 or later where the FRP solution has been properly tested. • https://github.com/gradio-app/gradio/security/advisories/GHSA-3x5j-9vwr-8rr5 • CWE-798: Use of Hard-coded Credentials •
CVSS: 8.8EPSS: 0%CPEs: 1EXPL: 0CVE-2022-24770 – Improper Neutralization of Formula Elements in a CSV File in Gradio Flagging
https://notcve.org/view.php?id=CVE-2022-24770
`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. • https://github.com/gradio-app/gradio/commit/80fea89117358ee105973453fdc402398ae20239 https://github.com/gradio-app/gradio/pull/817 https://github.com/gradio-app/gradio/security/advisories/GHSA-f8xq-q7px-wg8c • CWE-1236: Improper Neutralization of Formula Elements in a CSV File •
CVSS: 7.7EPSS: 0%CPEs: 1EXPL: 1CVE-2021-43831 – Files on the host computer can be accessed from the Gradio interface
https://notcve.org/view.php?id=CVE-2021-43831
Gradio is an open source framework for building interactive machine learning models and demos. In versions prior to 2.5.0 there is a vulnerability that affects anyone who creates and publicly shares Gradio interfaces. File paths are not restricted and users who receive a Gradio link can access any files on the host computer if they know the file names or file paths. This is limited only by the host operating system. Paths are opened in read only mode. • https://github.com/gradio-app/gradio/commit/41bd3645bdb616e1248b2167ca83636a2653f781 https://github.com/gradio-app/gradio/security/advisories/GHSA-rhq2-3vr9-6mcr • CWE-22: Improper Limitation of a Pathname to a Restricted Directory ('Path Traversal') •