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
- CVE ids
Timeline · 2
Sources · 2
Advisories and databases
- 2024-02-22CVE-2024-1729: Gradio apps vulnerable to timing attacks to guess passwordGitHub Advisory Database · github.com/advisories/GHSA-hmx6-r76c-85g9
- 2024-03-29CVE-2024-1729: A timing attack vulnerability exists in the gradio-app/gradio repository, specifically within the login function in routes.py.NVD · nvd.nist.gov/vuln/detail/CVE-2024-1729
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
- lane
- Patch now
- 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 DatabaseVulnerability 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
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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.
Related
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Patch now · Disclosed · since 21 May 2024 · updated 21 May 2024 · CVE-2024-1727
AI - closed7.5Gradio CVE-2024-0964: Gradio Path Traversal Vulnerability
Patch now · Disclosed · since 6 Feb 2024 · updated 6 Feb 2024 · CVE-2024-0964
AI - closed9.8Gradio CVE-2024-39236: Code injection vulnerability in Gradio component_meta.py
Patch now · Disclosed · since 1 Jul 2024 · CVE-2024-39236
AI - closed8.6Gradio CVE-2024-4325: SSRF Vulnerability in Gradio
Patch now · Disclosed · since 6 Jun 2024 · CVE-2024-4325
AI - closed7.1Gradio CVE-2024-4254: Gradio Website Deployment Workflow Secrets Exfiltration
Patch now · Disclosed · since 4 Jun 2024 · CVE-2024-4254
AI - closed7.5Gradio CVE-2024-4253: Gradio Repository Workflow Command Injection Vulnerability
Patch now · Disclosed · since 4 Jun 2024 · CVE-2024-4253
AI