AI Cybersecurity Companies and Vendors: The Landscape
AI cybersecurity companies split into three distinct groups doing very different work, and confusing them is the fastest way to buy the wrong tool.
Deep dives, practical guides, and incident analyses from engineers who build Safeguard. No fluff, no vendor FUD — just what you need to ship secure software.
AI cybersecurity companies split into three distinct groups doing very different work, and confusing them is the fastest way to buy the wrong tool.
ASPM doesn't scan anything new — it aggregates and prioritizes findings your existing SAST, DAST, and SCA tools already produce, which is exactly the problem most AppSec teams actually have.
LDAP injection lets attackers manipulate directory queries to bypass authentication or dump directory data. Here's how it works, real CVEs, and how to stop it.
A practical guide to docker image security: how vulnerabilities hide in base images, common misconfigurations, how scanning works, and a five-step quick-start checklist.
NoSQL injection lets attackers bypass logins or run code using MongoDB operators like $ne and $where. See real CVEs, examples, and effective defenses.
Image scans can pass while your Kubernetes control plane stays exposed. See why CVE-2025-1974 and CIS Benchmark gaps break audits — and how to close them.
Clickjacking tricks users into clicking hidden UI via invisible iframes. Learn how it works, real incidents, key CVEs, and how to defend against it.
SolarWinds, Log4Shell, and the XZ Utils backdoor show why supply chain security now means more than SBOMs. Here's what SSCS actually covers—and where Anchore's approach falls short.
The CMMC final rule took effect in December 2024 and rolling contract clauses began appearing in 2025. Here is what contractors should be doing right now in 2026.
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