vulnerability-scanning
Safeguard articles tagged "vulnerability-scanning" — guides, analysis, and best practices for software supply chain and application security.
82 articles
False positives vs. false negatives in security scanning
False positives waste engineering time; false negatives cause breaches. A verifiable, metrics-based look at how Safeguard and Checkmarx approach scan accuracy.
Daybreak vs. Mythos: 2026 Is the Year the Frontier Labs Entered Defensive Security
OpenAI's Daybreak and Anthropic's Mythos both bet that frontier models can find and fix vulnerabilities at scale. The discovery race is real — but the bottleneck, the cost curve, and the winning strategy all point the same direction: be model-agnostic.
OpenAI's Daybreak: An Honest Assessment of Codex Security, GPT-5.5-Cyber, and the Find-Validate-Patch Loop
Daybreak is the most complete attempt yet to turn a frontier model into a vulnerability-finding-and-fixing system. We break down what it gets right, where the verification and economics still bite, and how it fits alongside a purpose-built engine.
Deep visibility into hardened/minimal container images (d...
Distroless images strip the package managers most scanners rely on. Here's how Safeguard achieves deep visibility into hardened images, compared to Black Duck's SCA heritage.
Anthropic Claude Mythos Releases Tomorrow: Capabilities, Benchmarks, and What Security Teams Must Do Now
Anthropic's Claude Mythos model goes public on June 10, 2026 — a frontier AI that scored 97.6% on the Math Olympiad, completed expert-level hacking tasks at 73% success, and found 271 vulnerabilities in Firefox 150. Here is everything security teams need to know before it lands, and how Safeguard already supports Mythos zero-day discovery natively.
Best Container Scanning Tools in 2026: An Honest Buyer's Guide
An honest guide to the best container scanning tools in 2026 — from open-source scanners like Trivy and Grype to cloud-context platforms like Wiz and Aqua — with clear guidance on which fits your CI/CD pipeline, registry, and runtime.
What is DAST? Dynamic Application Security Testing explained
DAST tests running applications like an attacker would. Learn how it works, how it differs from SAST, and where it falls short.
Vulnerability scanning tools and techniques compared
A verifiable comparison of Safeguard and JFrog Xray on scan coverage, data sourcing, reachability analysis, and CI/CD integration for vulnerability scanning.
Top container security tools to evaluate
Comparing Safeguard and Mend.io on the dimensions that actually matter for container security: scanning engine transparency, air-gapped support, registry coverage, and product origin.
Trivy Operator v0.30: Kubernetes Field Review
Trivy Operator hit v0.30 in early 2026 and the underlying Trivy v0.70 engine landed in April. We benchmarked the combo on a 60-node multi-tenant cluster.
Aikido vs Tenable Nessus: vulnerability scanning comparison
People searching "aikido vs tenable nessus" are really asking which vulnerability scanner fits their stack. Here's how Safeguard's supply chain approach compares.
Safeguard vs Trivy: vulnerability scanning depth and reme...
Trivy scans fast and free, but leaves remediation to you. See how Safeguard's platform handles cross-repo correlation, prioritization, and audit-ready fix tracking.