Industry Analysis
In-depth guides and analysis on industry analysis from the Safeguard engineering team.
295 articles
MITRE ATT&CK Meets SSDF: A Mapping
ATT&CK describes how adversaries operate; SSDF describes how to build software that resists them. Here's how to map adversary techniques to secure-development tasks so your threat model drives real engineering change.
The 2024 End-of-Year Vulnerability Disclosure Report
A look back at vulnerability disclosure in 2024: counts, severity distribution, time-to-patch, and the handful of incidents that shifted practice. Numbers, not narrative.
State of CVE Disclosure and KEV in 2026
A senior-analyst view of CVE disclosure, KEV catalog growth, and the operational patterns that keep pace with them in 2026.
BlackTech Firmware Supply Chain Operations
BlackTech's firmware implants in Cisco routers turned edge devices into long-dwell footholds. A look at the tradecraft and what defenders missed.
Azure Sentinel for Supply Chain Detection
Sentinel has everything it needs to detect supply chain attacks in Azure — but only if the analytics rules are tuned to what those attacks actually look like.
OSS Code of Conduct: Security Impact
Codes of conduct are not just social documents. They affect maintainer retention, contributor diversity, and ultimately the security posture of the project.
Open Source Security Funding in 2024: Who Pays for the Code We All Depend On
Despite growing recognition that open source underpins critical infrastructure, security funding remains fragmented and insufficient. A look at the numbers and what needs to change.
GCP Security Command Center Integration
An industry-level look at integrating GCP Security Command Center with the rest of the security stack: which findings are signal, which are noise, and how to route the output so it actually gets actioned.
DevSecOps Automation Maturity in 2024: Where Teams Actually Stand
Industry surveys and real-world data paint a sobering picture of DevSecOps automation maturity. Most organizations are still in the early stages despite years of investment.
Container Image Supply Chain Incidents 2026
Container image supply chain incidents have grown in frequency and impact. We analyze the 2026 patterns, the registry tradecraft, and what defenders should change.
Azure Monitor for Supply Chain Observability
Supply chain observability in Azure is not missing telemetry — it is missing the right queries. A walk through the Azure Monitor data sources that actually answer the hard questions.
The Software Composition Analysis Market in 2024: Consolidation and Evolution
The SCA market is maturing fast, with acquisitions, AI-powered analysis, and SBOM mandates reshaping the competitive landscape and what buyers should expect.
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