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Velociraptor: 237 title matches, 15 certificate hits, and an endpoint agent you cannot see

Velociraptor: 237 title matches, 15 certificate hits, and an endpoint agent you cannot see

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4 min read
TDengine: 3,216 title matches, no application fingerprint, and an empty port check

TDengine: 3,216 title matches, no application fingerprint, and an empty port check

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4 min read
Every challenger lost, including the one that won

Every challenger lost, including the one that won

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6 min read
When a Query Returns 1,225,564 for an Appliance That Ships in Thousands: Reading Fuzzy Matching Honestly

When a Query Returns 1,225,564 for an Appliance That Ships in Thousands: Reading Fuzzy Matching Honestly

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3 min read
284 Million Server Headers Against 313 Million Fingerprints: Two Ways to Count the Same Web Server

284 Million Server Headers Against 313 Million Fingerprints: Two Ways to Count the Same Web Server

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3 min read
61,676 Bug Bounty Assets and 54 New Assets: Reading Coverage Flags Instead of Inventories

61,676 Bug Bounty Assets and 54 New Assets: Reading Coverage Flags Instead of Inventories

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3 min read
72,548 in the US, 20,655 in Germany: Reading Geographic Distribution Without Over-Reading It

72,548 in the US, 20,655 in Germany: Reading Geographic Distribution Without Over-Reading It

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3 min read
Jenkins at 3 and Kubernetes at 1: When a Small Count Means a Missing Signature

Jenkins at 3 and Kubernetes at 1: When a Small Count Means a Missing Signature

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3 min read
Nine CVEs, Nine Zeros: What Empty vul.cve Results Actually Mean

Nine CVEs, Nine Zeros: What Empty vul.cve Results Actually Mean

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3 min read
1.2 Million Ivanti Assets and 3 Under the Old Brand: Naming Drift in Exposure Queries

1.2 Million Ivanti Assets and 3 Under the Old Brand: Naming Drift in Exposure Queries

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3 min read
599 Million Apache and 313 Million nginx Matches: Where Counting Stops Being Useful

599 Million Apache and 313 Million nginx Matches: Where Counting Stops Being Useful

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3 min read
45 Million SMTP Services, 3,932 FortiMail Assets: Separating Protocol Exposure From Product Exposure

45 Million SMTP Services, 3,932 FortiMail Assets: Separating Protocol Exposure From Product Exposure

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3 min read
8.15 Million Windows Server Hosts and 163,497 SharePoint Assets: Counting Layers Instead of Products

8.15 Million Windows Server Hosts and 163,497 SharePoint Assets: Counting Layers Instead of Products

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3 min read
72,257 Titles Against 239,739 Fingerprints: Picking the Right NetScaler Field

72,257 Titles Against 239,739 Fingerprints: Picking the Right NetScaler Field

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3 min read
Measure AI recommendations with saved answers, stable prompts and explicit counting rules

Measure AI recommendations with saved answers, stable prompts and explicit counting rules

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6 min read
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