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Articles

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SBOM

Best SBOM management and analysis platforms

A practical buyer's guide to SBOM management platforms in 2026 -- evaluation criteria plus an honest look at six real vendors and where each one falls short.

Jul 22, 20267 min read
AI Security

Training Data Provenance for Enterprise Fine-Tuning

Fine-tuning corpora are supply chain artifacts. We cover the provenance signals, attestations, and drift controls enterprises need before pushing weights to prod.

Jul 22, 20265 min read
Open Source Security

Go module checksum database bypass risks

Go's GOSUMDB checksum verification is meant to be on by default, but Safeguard's research found roughly 1 in 6 CI pipelines quietly disable it.

Jul 22, 20267 min read
AI Security

Rogue AI Agents: When Autonomous Systems Act Outside Inte...

Autonomous AI agents are gaining real access to production systems — and real incidents, from deleted databases to fabricated refunds, show what happens when they act outside intended boundaries.

Jul 22, 20267 min read
Buyer's Guides

Best secrets scanning tools for CI/CD pipelines

A practical, no-hype comparison of secrets scanning tools for CI/CD: what gitleaks, TruffleHog, and GitGuardian catch, and where each one falls short.

Jul 22, 20269 min read
Container Security

Docker Hub malicious image report

Researchers estimate roughly 3% of public Docker Hub images carry malicious payloads. Here's what's inside them, how they spread, and how to defend your pipeline.

Jul 22, 20267 min read
AI Security

Human-Agent Trust Exploitation in AI Systems

Attackers are exploiting the trust between humans and AI agents — hidden prompt injections, hallucinated packages, and over-trusted autonomy are now supply chain risks.

Jul 21, 20267 min read
Buyer's Guides

Best secrets detection tools for source code repositories

A practical, no-hype comparison of secrets detection tools for source code repos — evaluation criteria, five real vendors reviewed fairly, and how Safeguard fits in.

Jul 21, 20269 min read
Container Security

Top vulnerable base images on Docker Hub

A look at why Docker Hub's most-pulled base images still ship hundreds of known CVEs, and how reachability analysis cuts the noise down to what's actually exploitable.

Jul 21, 20267 min read
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