{
  "id": 15992341,
  "title": "When a Query Returns 1,225,564 for an Appliance That Ships in Thousands: Reading Fuzzy Matching Honestly",
  "url": "https://urgent.news/2026/10/22/when-a-query-returns-1-225-564-for-an-appliance-that-ships-in",
  "topic": "tech",
  "section": "Tech",
  "published": "2026-10-22T03:21:16.000Z",
  "source": {
    "name": "Dev.to",
    "slug": "dev-to",
    "url": "https://dev.to/bianliang/when-a-query-returns-1225564-for-an-appliance-that-ships-in-thousands-reading-fuzzy-matching-49d0"
  },
  "original_language": "en",
  "account": "A ZoomEye query for the Ivanti Connect Secure appliance returned an unexpectedly high result of 1,225,564 matched assets on October 20th, 2026. This figure does not match the 3 assets returned when querying for just the term \"Ivanti\". The discrepancy arises because the search operator performs a fuzzy match, looking for segments within a larger string rather than an exact match. This leads to a broad match that includes any product or asset containing the keywords. The narrower query for the vendor name \"Ivanti\" is more informative as it only matches assets with that exact name, and is less prone to false positives. While the high result for Ivanti Connect Secure highlights a failure mode that is easy to commit and hard to notice, it is crucial to validate the query by comparing broad and narrow matches, checking against an independent baseline, varying the field being searched, inspecting a sample of matched assets, and recording all details of the query string, page size and timestamp for reproducibility. This process helps to determine whether the figure is actually meaningful or just a result of the fuzzy matching algorithm, and prevents false confidence when presenting exposure numbers.",
  "summary": "When a Query Returns 1,225,564 for an Appliance That Ships in Thousands One result from a recent measurement round deserves more attention than the others, because it teaches something about every exposure number in this series. A ZoomEye query for app=\"Ivanti Connect Secure\" returned 1,225,564 matched assets on 20 October 2026. A separate query for app=\"Ivanti\" returned 3. Both cannot be correct…",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}