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Ben Edwards

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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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CISA’s North Star Vision for the CVE ProgramCVE/FIRST VulnCon 20252025-04-07
CISA lays out a practical North Star: scale federation to get from completeness to quality, add operational enrichments like SSVC into CVE records, and push…
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RDI: A Free and Easy Framework for Ransomware Readiness AssessmentRSA Conference 20242024-05-06
A free web app at rdishield.com offers a structured ransomware readiness checklist that identifies 45 controls mapped to seven common MITRE ATT&CK…
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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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A Data-Driven Topical History of the RSA ConferenceRSAC 20222022-06-06
Presenters: Wade Baker, Partner and Co-Founder, Cyentia Institute Ben Edwards, Senior Data Scientist, Cyentia Institute Imagine being able to distill every…
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Nurture vs. Nature in AppSec: Data-Driven Measurement of DevSecOpsRSAC 20212021-05-17
Data from Veracode and Cyentia analyzes 132k applications, >1M scans and ~10M findings and shows about 3 in 4 apps have at least one flaw and ~1 in 4 have high…
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Ben Edwards InterviewScale By the Bay 20172017-11-16
A team at Starbucks migrates many developers from a Microsoft stack onto Scala and learns that small config choices break production: aggressive connection…
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