Security Operations Blog
Technical articles on vulnerability management, threat detection, compliance automation, and building a security program that works.
CVSS was designed for a world that no longer exists. Multi-layer scoring models like TRIS factor in exploit maturity, business context, and threat intelligence to deliver actionable prioritization.
Combining EPSS probability with CISA KEV binary signals produces a prioritization model that outperforms CVSS Base Score in every measurable category.
What SOC 2 actually requires for vulnerability management, how to automate evidence collection, and common audit findings to avoid.
A step-by-step operational guide to standing up a VM program: asset discovery, scanning cadence, triage workflow, SLAs, and board reporting.
Cloud AI introduces data sovereignty risks. Local LLMs running on commodity hardware deliver the same remediation quality without shipping your CVE data to a third party.
Analyzing the composition, update cadence, and operational value of the CISA KEV catalog for vulnerability prioritization programs.
Mean time to remediate is the metric boards care about. How to measure it accurately, set realistic SLAs, and drive continuous improvement.
FedRAMP continuous monitoring demands specific scanning frequencies, remediation timelines, and POA&M reporting. A detailed breakdown.
Practical patterns for embedding static analysis into build pipelines without slowing developers down. Gate policies, false positive management, and incremental adoption.
The National Vulnerability Database, Open Source Vulnerabilities, and GitHub Security Advisories each serve different purposes. When to use which.
Every second Tuesday, Microsoft drops patches. Here is the operational playbook for triaging, testing, and deploying them within your SLA windows.
How local AI models generate context-aware remediation guidance -- complete with code snippets, deployment steps, and rollback procedures.
The vulnerability management market charges enterprise prices for problems that can be solved with better tooling. A breakdown of where the money actually goes.
Cross-referencing KEV, ransomware campaign data, and EPSS to build a prioritization list focused on the CVEs ransomware operators actively weaponize.
Most organizations face multiple compliance frameworks. Cross-mapping controls reduces duplication and simplifies evidence collection.