https://research.empiricalsecurity.com/research daily 1.0 2026-04-01 https://research.empiricalsecurity.com/research/reality-check monthly 0.5 2026-04-01 https://images.squarespace-cdn.com/content/v1/6835e6cf18b10c4263e17646/bdbfce74-c0d2-446d-bfa4-d74f1598efc4/proportion-of-assets-with-open-vulns-among-500-firms.png Research Articles | Empirical Security - The 500 Organization Reality Check - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/6835e6cf18b10c4263e17646/2a4e3c97-608d-4c2c-ab5c-a0a4be6813e5/distribution-of-epss-scores-among-cves-observed-in-production-assets.png Research Articles | Empirical Security - The 500 Organization Reality Check - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/6835e6cf18b10c4263e17646/85e80607-9ba6-4429-bac3-9e8e3cbadfc2/proportion-of-assets-with-at-least-one-highly-exploitable-vuln.png Research Articles | Empirical Security - The 500 Organization Reality Check - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://research.empiricalsecurity.com/research/ai-is-eating-your-scanner monthly 0.5 2026-03-19 https://research.empiricalsecurity.com/research/servicenow-vulnerability-response-app monthly 0.5 2026-03-05 https://images.squarespace-cdn.com/content/v1/6835e6cf18b10c4263e17646/959da43c-4d50-48f2-a712-9d06e5e06180/4-empirical-security-screenshot.jpg.jpg Research Articles | Empirical Security - Using ServiceNow? We’ve got you covered. - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://research.empiricalsecurity.com/research/headcount-does-not-help monthly 0.5 2026-03-04 https://images.squarespace-cdn.com/content/v1/6835e6cf18b10c4263e17646/59167640-a3d3-4360-8818-4d93530fd7fd/exploitability-reduction-achieved-by-improving-remediation-strategy-and-capacity+%281%29.png Research Articles | Empirical Security - When Headcount Doesn’t Help - Make it stand out Figure 19 https://research.empiricalsecurity.com/research/capacity-is-king monthly 0.5 2026-02-07 https://images.squarespace-cdn.com/content/v1/6835e6cf18b10c4263e17646/fe16bc1a-efc0-46d9-aa99-aa1317d713a9/avg-monthly-observed-vs.-closed-vulnerabilities-per-firm.png Research Articles | Empirical Security - Capacity is King - Make it stand out The median enterprise has 15% remediation capacity. https://images.squarespace-cdn.com/content/v1/6835e6cf18b10c4263e17646/02907920-3d80-400a-bedd-41ab5468a912/distribution-of-remediation-capacity-among-organizations.png Research Articles | Empirical Security - Capacity is King - Make it stand out Variability is high, but skews left. https://research.empiricalsecurity.com/research/remediation-halflife monthly 0.5 2026-01-26 https://images.squarespace-cdn.com/content/v1/6835e6cf18b10c4263e17646/b1e260e3-bbd2-4798-9041-bfb82a7d4b52/survival-analysis-curves-for-vulnerability-remediation-timelines-fig-1.png Research Articles | Empirical Security - Remediation Half‑Life - Make it stand out It takes around 5 months to remediate half of an average organization’s vulnerabilities. https://images.squarespace-cdn.com/content/v1/6835e6cf18b10c4263e17646/1d3099a7-7931-4bbb-8276-a04aa60543b3/survival-analysis-curves-for-vulnerability-remediation-timelines-fig-2.png Research Articles | Empirical Security - Remediation Half‑Life - Make it stand out Survival curve variability across 500 organizations https://research.empiricalsecurity.com/research/the-kev-paradox monthly 0.5 2026-01-14 https://images.squarespace-cdn.com/content/v1/6835e6cf18b10c4263e17646/ee365b74-24e6-4a33-9f0a-c6f0e7bbffd1/prevalence-of-kev-cves-in-organizations-by-various-measures.png Research Articles | Empirical Security - The KEV Paradox - Make it stand out 1% of open vulnerabilities out of a sample of 635 million are on the KEV list as of 2022. https://images.squarespace-cdn.com/content/v1/6835e6cf18b10c4263e17646/98da4d00-f764-459b-8418-cda914be87c4/overlap-between-vulnerabilities-with-exploit-code-and-exploitation-activity-and-appearance-on-the-kev.png Research Articles | Empirical Security - The KEV Paradox - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/6835e6cf18b10c4263e17646/b1c34945-f0a2-44d0-abd6-d68736799f06/cves-on-the-kev.png Research Articles | Empirical Security - The KEV Paradox - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/6835e6cf18b10c4263e17646/5c23dc97-debe-4b40-8474-db6a44deb1ad/all-published-cves.png Research Articles | Empirical Security - The KEV Paradox - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://research.empiricalsecurity.com/research/trojan-rat monthly 0.5 2026-01-05 https://images.squarespace-cdn.com/content/v1/6835e6cf18b10c4263e17646/efea6b2b-d617-40d9-8ed3-50b699faf44d/github-exploitdb-metasploit.png Research Articles | Empirical Security - Trojan RAT: Stopping Exploit Spoofing with Machine Learning - Make it stand out Github’s rise as a source of exploit POCs in 2021 https://images.squarespace-cdn.com/content/v1/6835e6cf18b10c4263e17646/f72cd52d-6ce4-4df2-aaec-d8a4ed04fe3c/image+%281%29.png Research Articles | Empirical Security - Trojan RAT: Stopping Exploit Spoofing with Machine Learning - Make it stand out Scoring of 15 WebRAT exploit spoofing attacks by Empirical’s ML model https://images.squarespace-cdn.com/content/v1/6835e6cf18b10c4263e17646/f6196706-11a4-42e2-9b30-4dab1de74fe9/image+%282%29.png Research Articles | Empirical Security - Trojan RAT: Stopping Exploit Spoofing with Machine Learning - Make it stand out Most CVE mentions on Github are not exploits https://research.empiricalsecurity.com/research/say-goodbye-to-kenna-say-hello-to-local-models-at-scale monthly 0.5 2025-12-18 https://images.squarespace-cdn.com/content/v1/6835e6cf18b10c4263e17646/bb2ba474-e76c-4ab2-99e2-3ab29ab727ac/Screenshot+2025-12-18+at+1.20.40%E2%80%AFPM.png Research Articles | Empirical Security - Say Goodbye to Kenna — Say Hello to Local Models at Scale - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/6835e6cf18b10c4263e17646/65c69d56-2bf8-49bc-a130-b34b08071aa8/IMG_1929.JPG Research Articles | Empirical Security - Say Goodbye to Kenna — Say Hello to Local Models at Scale - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/6835e6cf18b10c4263e17646/66854206-bb20-4c27-b1ff-2a232dc0f504/IMG_2685.JPG Research Articles | Empirical Security - Say Goodbye to Kenna — Say Hello to Local Models at Scale - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/6835e6cf18b10c4263e17646/45260f21-986d-4f55-9c94-e322aab47002/Screenshot+2025-12-18+at+1.38.32%E2%80%AFPM.png Research Articles | Empirical Security - Say Goodbye to Kenna — Say Hello to Local Models at Scale - 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Make it stand out Critical Indicators API Example https://images.squarespace-cdn.com/content/v1/6835e6cf18b10c4263e17646/1b6ebfe4-46d3-4050-ae00-d68d0909ed32/8-critical-indicators.png Research Articles | Empirical Security - New Features: Critical Indicators & Known Exploitation Calendar Heatmap - Make it stand out CVE Detail Page https://research.empiricalsecurity.com/research/risk-model-slop monthly 0.5 2025-12-16 https://images.squarespace-cdn.com/content/v1/6835e6cf18b10c4263e17646/dea94c18-a318-4144-a0c7-79d81e0e7967/model-slop-image.png Research Articles | Empirical Security - Risk Model Slop - Make it stand out When adding data goes awry https://research.empiricalsecurity.com/research/local-models-vs-global-scores monthly 0.5 2025-10-08 https://research.empiricalsecurity.com/research/shadow-price-how-to monthly 0.5 2025-10-02 https://research.empiricalsecurity.com/research/shadow-pricing-business-case monthly 0.5 2025-09-02 https://research.empiricalsecurity.com/research/duality-of-risk-and-capacity monthly 0.5 2025-08-27 https://research.empiricalsecurity.com/research/auc-gtfo monthly 0.5 2025-08-25 https://research.empiricalsecurity.com/research/blackhat-recap-2025 monthly 0.5 2025-08-18 https://images.squarespace-cdn.com/content/v1/6835e6cf18b10c4263e17646/1755305651920-7BOA6J91XO1P4MX1TI6Y/36405MR000001-R1-007-2.jpg Research Articles | Empirical Security - 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Blackhat Rat Pack Recap https://research.empiricalsecurity.com/research/github-exploits monthly 0.5 2025-08-18 https://images.squarespace-cdn.com/content/v1/6835e6cf18b10c4263e17646/593145d9-3d6b-4ade-b69c-2f87bef51867/roc_curve_with_labels.png Research Articles | Empirical Security - Finding New Exploits with A Bespoke Model - Make it stand out Comparison of performance between the previous classifier and the new and improved classifier. https://research.empiricalsecurity.com/research/its-not-about-making-a-scoring-system monthly 0.5 2025-08-18 https://research.empiricalsecurity.com/research/why-i-decided-to-join-empirical-security monthly 0.5 2025-07-17 https://images.squarespace-cdn.com/content/v1/6835e6cf18b10c4263e17646/c2e4a655-3563-498a-89b3-19a3b4661c13/leadership-team.png Research Articles | Empirical Security - Why I Decided to Join Empirical Security - Make it stand out Ed Bellis, Jay Jacobs, and Michael Roytman https://research.empiricalsecurity.com/research/benchmarking-llms monthly 0.5 2025-07-15 https://images.squarespace-cdn.com/content/v1/6835e6cf18b10c4263e17646/0fa22dbd-c8ff-4100-80d8-e8765b70b3d1/distributions.png Research Articles | Empirical Security - Benchmarking LLMs on the Vulnerability Prioritization Task - Make it stand out LLM generated probabilities skew upwards. https://images.squarespace-cdn.com/content/v1/6835e6cf18b10c4263e17646/232b46b7-a013-4048-8118-30ea2f415f2b/jaypt_cov_eff.png Research Articles | Empirical Security - Benchmarking LLMs on the Vulnerability Prioritization Task - Make it stand out LLMs lack the efficiency needed for the vulnerability prioritization task, the explanation is a tautology: prediction requires predictive modeling. 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Building with Intention: The Way We Work at Empirical - Make it stand out Spring 2025, The Hoxton in Chicago, IL https://research.empiricalsecurity.com/research/re-exploited-series-1 monthly 0.5 2026-01-15 https://images.squarespace-cdn.com/content/v1/6835e6cf18b10c4263e17646/dc5de089-4be5-4c73-8316-ef00623b91f5/re-exploitation_given_any_prior_activity.png Research Articles | Empirical Security - Known (Re-)Exploited Vulnerabilities - Make it stand out The chance of exploitation in the next 1, 7, or 30 days changes and fluctuates over time for CVEs with known exploitation (using a sliding 12-month window). https://research.empiricalsecurity.com/research/watch-empirical-at-vulncon-2025 monthly 0.5 2025-09-23 https://research.empiricalsecurity.com/research/only-your-data-can-truly-anticipate-threats monthly 0.5 2025-07-02 https://images.squarespace-cdn.com/content/v1/6835e6cf18b10c4263e17646/69af01ff-3280-4a0d-9b42-d23f9890a308/img.jpg Research Articles | Empirical Security - Only Your Data Can Truly Anticipate Threats - 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