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Supply Chain Attacks

Software Supply Chain Attacks 2021: A Complete Timeline

2021 was the year software supply chain attacks went mainstream. From SolarWinds aftermath to Log4Shell, here's every major incident and what they tell us about the threat landscape.

Jan 5, 20266 min read
Container Security

Container Image Vulnerabilities: 2021 Year in Review

Container security matured significantly in 2021, but the vulnerability landscape in base images, registries, and runtime configurations remains concerning.

Jan 5, 20266 min read
Compliance & Regulations

CISA Known Exploited Vulnerabilities Catalog Launched

CISA's KEV catalog changes vulnerability management from theoretical risk to confirmed exploitation. Here's what it means and how to use it for prioritization.

Jan 5, 20265 min read
Vulnerability Analysis

Detecting Log4Shell in Your Software Supply Chain

Log4j isn't just in your code — it's in your vendors' code, your container base images, and your transitive dependencies. Here's how to find it everywhere.

Jan 5, 20266 min read
Incident Response

Log4Shell Impact Assessment and Remediation Guide

You know Log4Shell is bad. Now here's how to find every instance in your environment and fix it — including the edge cases everyone misses.

Jan 5, 20265 min read
AI Security

Zero-Day Discovery Pipelines: Griffin AI vs Mythos

A candid look at how Griffin AI's three-stage zero-day pipeline compares to pure-LLM Mythos-class bug hunters, and why false positive rates matter more than raw volume.

Jan 5, 20266 min read
AI Security

AI Code-Generation Audit Trail Patterns

When AI writes code that ships to production, the audit trail is a compliance requirement, not a nice-to-have. Patterns for capturing it without killing velocity.

Jan 5, 20268 min read
Ransomware

Kronos Ransomware Attack: When Payroll Systems Go Dark Before the Holidays

A ransomware attack on Ultimate Kronos Group disrupted payroll and workforce management for millions of workers at hospitals, governments, and major employers right before the holiday season.

Jan 5, 20265 min read
Vulnerability Analysis

underscore.js template code injection (CVE-2021-23358)

CVE-2021-23358 lets attacker-controlled template settings inject arbitrary code via underscore.js's _.template function. Here's the impact, fix, and remediation steps.

Jan 5, 20267 min read

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