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Sander Vinberg

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Nothing to Risk but Risk Itself: Expanding Vulnerability Risk with Internet-Scale DataCVE/FIRST VulnCon 20252025-04-07
Claim: expanding measurements yields actionable vulnerability prioritization. Uses Bitsight’s Groma internet scanner plus EPSS, CVSS vectors, KEV lists and…
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The Unpatchables: Credential Stuffing Quantification and ClassificationRSA Conference 20242024-05-06
Analysis of more than 300 billion transactions shows credential stuffing constitutes about 20% average pre-mitigation traffic across 159 aligned customers and…
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CVE Is The Worst Vulnerability Framework (Except For All The Others)CVE/FIRST VulnCon 2024 & Annual CNA Summit2024-03-25
Analysis of 25 years of CVE/CWE/CVSS data finds structural shifts, not steady truth: seven breakpoints in weekly CVE publication, a model projecting a median…
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Evolution of CVEs and Vulnerability ManagementRSA Conference 20232023-04-24
Analysis of a 20 year CVE corpus of roughly 100 000 entries identifies seven surprising facts about duplication prevalence and scoring drift and shows median…
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The Evolution of CVEs, Vulnerability Management, and Hybrid ArchitecturesRSA Conference 20232023-04-24
Research shows CVE volumes grow from about ~500 CVEs per week today and project toward ~1,000/week within a couple years; the 2016 CNA expansion in 2016 causes…
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The State of Application ProtectionRSAC 20222022-06-06
Presenter: Sander Vinberg, Threat Research Evangelist, F5 Join for a presentation of the 5th annual Application Protection report from the F5 Labs team. The…
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