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archive/Patch now/AIR-2024-0074
closedclosed 22 Feb 2024Patch now2 Disclosed vulnerabilityAI

CVE-2024-1729: Gradio apps vulnerable to timing attacks to guess password

Gradio

A timing attack vulnerability exists in Gradio password-protected applications due to early string mismatch termination. An unrated-limited brute-force attack could potentially allow users to guess correct credentials.

disclosed CVENo confirmed exploitation, so this record is tracked as a disclosed vulnerability and not counted as an incident. It moves into the counts if CISA or the vendor confirms exploitation. Why

CVSS
5.9
EPSS
0.01 · top 57% · 2026-11-13
fix status
Fix status unknown
first report
22 Feb 2024
last update
29 Mar 2024

Timeline · 2

  1. 22 Feb 2024CVE-2024-1729: Gradio apps vulnerable to timing attacks to guess password
  2. 29 Mar 2024CVE-2024-1729: A timing attack vulnerability exists in the gradio-app/gradio repository, specifically within the login function in routes.py.

Sources · 2

Advisories and databases

  1. 2024-02-22
    CVE-2024-1729: Gradio apps vulnerable to timing attacks to guess password
    GitHub Advisory Database · github.com/advisories/GHSA-hmx6-r76c-85g9
  2. 2024-03-29

Titles and links belong to their publishers. The summary above is written by gcdRadar in its own words; data is CC BY-SA 4.0.

Classification

AI role
Attack on AI
categories
Infrastructure vulnerability
severity
2 · Disclosed vulnerability
fix status
Fix status unknown
targets
Framework / tooling
owasp llm top 10
LLM03:2025 Supply Chain
mitre atlas
no technique for these categories
dates
happened 22 Feb 2024 · first reported 22 Feb 2024
origin
GitHub Advisory Database
Vulnerability record from NVD / the GitHub Advisory Database. This product uses the NVD API but is not endorsed or certified by the NVD.
record
confidence 0.95 · created 2026-10-18 07:00Z · updated 2026-10-18 10:04Z

Lane, AI role, categories and severity come from the classifier; the OWASP and ATLAS rows are derived from the categories. How these are assigned

Copy a brief

This record as a short Markdown brief, for a ticket, a chat or a coding agent.

the brief as text
# CVE-2024-1729: Gradio apps vulnerable to timing attacks to guess password

https://gcdradar.vercel.app/incidents/cve-2024-1729-gradio-apps-vulnerable-to-timing-attacks-to-gu · AIR-2024-0074 · closed 2024-02-22

- Lane: Patch now
- Severity: 2 (Disclosed vulnerability)
- Fix status: Fix status unknown
- First reported: 2024-02-22
- AI role: Attack on AI
- Products: Gradio
- CVE ids: CVE-2024-1729
- CVSS: 5.9

## Summary

A timing attack vulnerability exists in Gradio password-protected applications due to early string mismatch termination. An unrated-limited brute-force attack could potentially allow users to guess correct credentials.

## What to do

No action recorded; read the sources below and the vendor's advisory.

## Latest updates

- 2024-03-29: CVE-2024-1729: A timing attack vulnerability exists in the gradio-app/gradio repository, specifically within the login function in routes.py. (https://nvd.nist.gov/vuln/detail/CVE-2024-1729)
- 2024-02-22: CVE-2024-1729: Gradio apps vulnerable to timing attacks to guess password (https://github.com/advisories/GHSA-hmx6-r76c-85g9)

## Sources

- 2024-02-22 GitHub Advisory Database: CVE-2024-1729: Gradio apps vulnerable to timing attacks to guess password https://github.com/advisories/GHSA-hmx6-r76c-85g9
- 2024-03-29 NVD: CVE-2024-1729: A timing attack vulnerability exists in the gradio-app/gradio repository, specifically within the login function in routes.py. https://nvd.nist.gov/vuln/detail/CVE-2024-1729

Verify against the vendor's advisory before changing production. Data CC BY-SA 4.0, https://gcdradar.vercel.app.

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