{
 "id": "AIR-2024-0186",
 "slug": "cve-2024-47869-gradio-non-constant-time-hash-comparison",
 "title": "CVE-2024-47869: Gradio non-constant-time hash comparison",
 "summary": "A timing attack vulnerability in Gradio allows unauthorized access to the analytics dashboard by measuring hash comparison response times. Users are advised to upgrade to patched versions.",
 "type": "attack_on_ai",
 "categories": [
  "infra_vuln"
 ],
 "severity": 2,
 "targets": [
  "framework_or_tooling"
 ],
 "products": [
  "Gradio"
 ],
 "incident_date": "2024-10-10",
 "incident_date_precision": "day",
 "first_reported": "2024-10-10",
 "sources": [
  {
   "url": "https://github.com/advisories/GHSA-j757-pf57-f8r4",
   "publisher": "GitHub Advisory Database",
   "title": "CVE-2024-47869: Gradio performs a non-constant-time comparison when comparing hashes",
   "published_at": "2024-10-10"
  },
  {
   "url": "https://nvd.nist.gov/vuln/detail/CVE-2024-47869",
   "publisher": "NVD",
   "title": "CVE-2024-47869: Gradio is an open-source Python package designed for quick prototyping.",
   "published_at": "2024-10-10"
  }
 ],
 "source_count": 2,
 "confidence": 0.95,
 "status": "published",
 "origin": "seed_ghsa",
 "tags": [
  "CVE-2024-47869",
  "timing-attack",
  "gradio"
 ],
 "created_at": "2026-10-18T07:00:14.101Z",
 "updated_at": "2026-10-18T10:04:21.885Z"
}