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Articles

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AI Security

Hugging Face Pickle Backdoor Research 2025

Pickle-serialized model files remain a live attack surface on Hugging Face. Here is what 2025 research disclosed about persistent backdoors and what defenders should do about it.

Jan 22, 20267 min read
DevSecOps

Git Hooks as Supply Chain Controls in 2026

Server-side and client-side git hooks are an underused control surface for supply chain risk. Here is what to enforce, where to enforce it, and what to leave alone.

Jan 22, 20266 min read
Case Studies

A Healthcare System's Self-Healing Container Rollout

An anonymized account of how a regional North American healthcare system deployed Safeguard's self-healing container base images across 600+ workloads.

Jan 22, 20267 min read
Container Security

Container Security Best Practices Checklist 2026

A practical container security checklist for 2026 covering base images, runtime controls, registry hygiene, and signing, with specific thresholds defenders can adopt.

Jan 22, 20265 min read
AI Security

Top AI Cybersecurity Companies to Watch in 2026

The top AI cybersecurity companies of 2026 span three distinct plays — AI-assisted detection, AI-native SOC automation, and AI-augmented AppSec — and the distinction matters when you're evaluating vendors.

Jan 22, 20265 min read
SBOM

SBOMs for Serverless Applications: What Changes and What Doesn't

Serverless doesn't mean dependency-free. Here's how to generate and manage SBOMs for Lambda functions, Azure Functions, and Cloud Functions.

Jan 22, 20266 min read
SecOps

Product Security Assessments: What They Actually Cover

A product security assessment looks at more than code, it evaluates the whole shipped product: architecture, dependencies, deployment configuration, and the data it touches.

Jan 22, 20265 min read
Comparisons

Checkmarx vs SonarQube: An Honest Comparison

Checkmarx and SonarQube get compared constantly, but they're not really solving the same problem — one is a dedicated security SAST platform, the other is a code-quality tool with a security add-on.

Jan 22, 20265 min read
DevSecOps

What Is KICS? Checkmarx's Open Source IaC Scanner Explained

Checkmarx KICS is a free, open source static analysis tool for infrastructure-as-code that scans Terraform, CloudFormation, Kubernetes manifests, and more for misconfigurations before they're ever deployed.

Jan 22, 20265 min read

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