- CVSS
- MEDIUM · 5.6v3.1CVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:U/C:L/I:L/A:L
- Published
- 2023-12-22
- Weakness
- CWE-22
- Source
- nvd.nist.gov/vuln/detail/CVE-2023-51449
Description
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.
References
- https://github.com/gradio-app/gradio/commit/1b9d4234d6c25ef250d882c7b90e1f4039ed2d76
- https://github.com/gradio-app/gradio/commit/7ba8c5da45b004edd12c0460be9222f5b5f5f055
- https://github.com/gradio-app/gradio/security/advisories/GHSA-6qm2-wpxq-7qh2
- https://github.com/gradio-app/gradio/commit/1b9d4234d6c25ef250d882c7b90e1f4039ed2d76
- https://github.com/gradio-app/gradio/commit/7ba8c5da45b004edd12c0460be9222f5b5f5f055
- https://github.com/gradio-app/gradio/security/advisories/GHSA-6qm2-wpxq-7qh2
How GTK Cyber trains on this
AI security training at GTK Cyber covers the LLM and ML-pipeline vulnerability classes that vulnerabilities like CVE-2023-51449 fall into. Our hands-on courses are taught by Charles Givre and other practitioners who break and defend production AI systems.