Hugging Face Model Hub Supply Chain Risks in 2025
Pickle deserialization, malicious Spaces, and namespace squatting: what 2024-2025 taught us about the Hugging Face model supply chain.
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.
Pickle deserialization, malicious Spaces, and namespace squatting: what 2024-2025 taught us about the Hugging Face model supply chain.
Moving from SLSA Build L1 to L3 is less a single upgrade and more a series of hardening steps. Here is the playbook we use with customers, mapped to the v1.0 specification.
Maven Enforcer is a blunt instrument most teams underuse. Here is how to turn it into a supply chain guardrail that blocks bad versions, bad repositories, and bad dependency graphs before they ship.
GitHub Advanced Security anchors many AppSec programs in 2024, but Snyk, Semgrep, Endor, and others are credible alternatives. Here is an honest comparison.
A practical playbook for protecting the supply chain of services running on Cloud Run: image provenance, Binary Authorization, runtime identity, and the gaps the default configuration leaves wide open.
A dependency firewall sits between your build system and public registries, filtering packages based on security policies. Here is how to design and implement one.
NestJS dominates the enterprise Node.js space because of its Angular-style decorators, dependency injection, and opinionated project structure. Those same properties create a distinctive security surface worth understanding carefully.
How the Defense Industrial Base is adapting its software supply chain to CMMC 2.0, NIST SP 800-171, and DFARS flow-down obligations.
Securing container software means controlling the whole chain, base image, dependencies, build, registry, and runtime, not just scanning the final image. Here is a working model for each layer.
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