Security
Adversarial Images: How They Fool ML Models
What adversarial images are, why a few invisible pixels can flip a model's prediction, and the defenses that reduce the risk in production.
May 30, 20266 min read
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Supply Chain Security, in plain English.
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.
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Kubernetes RBAC Sprawl and Why It's Rarely Audited
Kubernetes RBAC grows faster than anyone tracks it, and there's no built-in tool to audit it. Here's why sprawl happens and what a real audit checks.
May 30, 20267 min read
Compliance
Anatomy of a trust center: what enterprise buyers should ...
A practical checklist for evaluating vendor trust centers—using JFrog as a reference point—covering SOC 2 scope, SBOM provenance, and disclosure SLAs enterprise buyers often miss.
May 30, 20267 min read
Container Security
Why Ephemeral Infrastructure Makes Traditional Vulnerabil...
Containers now live for minutes, not months. Here's why periodic vulnerability scanning can't see ephemeral infrastructure — and what actually closes the gap.
May 29, 20267 min read
Container Security
IaC Drift: The Gap Between Declared and Actual Cloud Conf...
IaC drift lets your cloud diverge silently from Terraform state, breaking the compliance guarantees teams assume are still true. Here's how it happens and how to catch it.
May 29, 20266 min read
Container Security
Startups vs Enterprises: Why Smaller Cloud Footprints Are...
Smaller cloud footprints feel safer, but startups often face a higher per-workload security incident rate than enterprises. Here's why size is the wrong safety proxy.
May 29, 20268 min read
Container Security
Sidecar Proxies and the Expanding Attack Surface of Servi...
Sidecar proxies like Envoy quietly double your cluster's attack surface. Real CVEs from 2023–2024 show how mesh sidecars get exploited — and how to actually secure them.
May 29, 20267 min read
Container Security
Runtime Detection vs Static Scanning: Closing the Cloud-t...
Static scanners miss what only shows up at runtime. See why the cloud-to-code visibility gap causes months-long breach dwell times, and how to close it.
May 29, 20267 min read
Container Security
The Cost Multiplier Effect of Fixing Vulnerabilities in P...
A misconfigured base image caught at build time costs minutes to fix. Found in production, the same CVE triggers incident response and audits.
May 29, 20268 min read
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