GHSA-xh2x-3mrm-fwqm CVE-2024-47870 PYSEC-2024-218
Gradio has a race condition in update_root_in_config may redirect user traffic
- Severity
- 0.0 / 10
- High · CVSS 4.0
- Exploit chance (EPSS)
- 0.37%
- Chance of exploitation in the next 30 days. Higher than 31.16% of scored vulnerabilities.
- Known exploited
- No
- Not in CISA's catalog
- Weakness
- CWE-362 Concurrent Execution using Shared Resource with Improper Synchronization ('Race Condition')
- Fix
5.0.0- Upgrade gradio to this version or later
Description
Impact
What kind of vulnerability is it? Who is impacted?
This vulnerability involves a race condition in the update_root_in_config function, allowing an attacker to modify the root URL used by the Gradio frontend to communicate with the backend. By exploiting this flaw, an attacker can redirect user traffic to a malicious server. This could lead to the interception of sensitive data such as authentication credentials or uploaded files. This impacts all users who connect to a Gradio server, especially those exposed to the internet, where malicious actors could exploit this race condition.
Patches
Yes, please upgrade to gradio>=5 to address this issue.
Affected versions
PyPI
| Package | Vulnerable | Fixed in |
|---|---|---|
| gradio | < 5.0.0 |
5.0.0 |
How to fix
Move to the fixed version or later with your package manager, update the lockfile, and run your tests. If the package only arrives through another dependency, upgrade that dependency first. If none of its releases pulls a fixed version yet, force the version with your package manager's override.
gradio PyPI → 5.0.0
- pip
pip install --upgrade "gradio>=5.0.0"- poetry
poetry add "gradio>=5.0.0"- uv
uv add "gradio>=5.0.0"
Severity breakdown
CVSS 4.0 0.0
CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:L/VI:L/VA:H/SC:N/SI:N/SA:N
- Attack vector
- Network
- Attack complexity
- Low
- Attack requirements
- None
- Privileges required
- None
- User interaction
- None
- Confidentiality (vulnerable system)
- Low
- Integrity (vulnerable system)
- Low
- Availability (vulnerable system)
- High
- Confidentiality (subsequent systems)
- None
- Integrity (subsequent systems)
- None
- Availability (subsequent systems)
- None
CVSS 3.1 7.0
CVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:U/C:L/I:L/A:H
- Attack vector
- Network
- Attack complexity
- High
- Privileges required
- None
- User interaction
- None
- Scope
- Unchanged
- Confidentiality
- Low
- Integrity
- Low
- Availability
- High
Weakness
CWE-362: Concurrent Execution using Shared Resource with Improper Synchronization ('Race Condition')
The product contains a concurrent code sequence that requires temporary, exclusive access to a shared resource, but a timing window exists in which the shared resource can be modified by another code sequence operating concurrently.
How to prevent it
- Architecture and Design: In languages that support it, use synchronization primitives. Only wrap these around critical code to minimize the impact on performance.
- Architecture and Design: Use thread-safe capabilities such as the data access abstraction in Spring.
- Architecture and Design: Minimize the usage of shared resources in order to remove as much complexity as possible from the control flow and to reduce the likelihood of unexpected conditions occurring. Additionally, this will minimize the amount of synchronization necessary and may even help to reduce the likelihood of a denial of service where an attacker may be able to repeatedly trigger a critical section (CWE-400).
- Implementation: When using multithreading and operating on shared variables, only use thread-safe functions.
- Implementation: Use atomic operations on shared variables. Be wary of innocent-looking constructs such as "x++". This may appear atomic at the code layer, but it is actually non-atomic at the instruction layer, since it involves a read, followed by a computation, followed by a write.
- Implementation: Use a mutex if available, but be sure to avoid related weaknesses such as CWE-412.
- Implementation: Avoid double-checked locking (CWE-609) and other implementation errors that arise when trying to avoid the overhead of synchronization.
- Implementation: Disable interrupts or signals over critical parts of the code, but also make sure that the code does not go into a large or infinite loop.
- Implementation: Use the volatile type modifier for critical variables to avoid unexpected compiler optimization or reordering. This does not necessarily solve the synchronization problem, but it can help.
- Architecture and Design, Operation: Run your code using the lowest privileges that are required to accomplish the necessary tasks [REF-76]. If possible, create isolated accounts with limited privileges that are only used for a single task. That way, a successful attack will not immediately give the attacker access to the rest of the software or its environment. For example, database applications rarely need to run as the database administrator, especially in day-to-day operations.
References
Advisories
Packages
Other links
Timeline
- Published
- Last updated by the source
- Latest EPSS score
Related advisories
| Advisory | Severity | Why it's related |
|---|---|---|
| GHSA-j36p-7w88-g82j Gradio FileExplorer preprocess path traversal allows files outside root_dir to reach callbacks | High | Also affects gradio |
| GHSA-6655-8ph2-63j3 Gradio: Audio cache key ignores metadata when saving numpy audio outputs | Low | Also affects gradio |
| GHSA-7hp7-4p35-3cx2 Gradio contains a cookie injection vulnerability | Medium | Also affects gradio |
| GHSA-jmh7-g254-2cq9 Gradio has SSRF via Malicious `proxy_url` Injection in `gr.load()` Config Processing | High | Also affects gradio |
| GHSA-pfjf-5gxr-995x Gradio has an Open Redirect in its OAuth Flow | Medium | Also affects gradio |
| GHSA-39mp-8hj3-5c49 Gradio is Vulnerable to Absolute Path Traversal on Windows with Python 3.13+ | High | Also affects gradio |
| GHSA-h3h8-3v2v-rg7m Gradio: Mocked OAuth Login Exposes Server Credentials and Uses Hardcoded Session Secret | Medium | Also affects gradio |
| GHSA-8jw3-6x8j-v96g Gradio Allows Unauthorized File Copy via Path Manipulation | High | Also affects gradio |
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