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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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A single added line of code in a compromised npm package silently BCC'd every outgoing email to an attacker. Snyk's disclosure marks the first real, deployed malicious MCP server, not a proof of concept.
CISA flagged a supply-chain worm that used each compromised npm package to automatically publish more compromised packages, poisoning 500-plus libraries across the ecosystem AI/ML tooling shares.
The Ultralytics YOLO compromise in December 2024 didn't touch a single line of reviewed code. It exploited the CI/CD pipeline that builds and publishes the package instead.
A single email, never opened or clicked, was enough to exfiltrate data from Microsoft 365 Copilot. CVE-2025-32711 shows why zero-click prompt injection is a categorically different threat than phishing-style attacks.
A critical, unauthenticated remote code execution flaw in Hugging Face's LeRobot robotics library stems from pickle deserialization over an unencrypted gRPC channel — putting arbitrary code execution directly on a robotics control plane.
Lasso Security found 1,500+ exposed Hugging Face tokens across 723 organizations in December 2023, and Hugging Face disclosed a Spaces secrets breach in June 2024. Together they show the real shape of AI supply-chain credential risk.
ReversingLabs found two Hugging Face models that hid a reverse-shell payload from Picklescan by compressing pickle files with 7z instead of ZIP. Here's how the trick worked and why pickle-format models remain a code-execution risk.
The Hugging Face agent intrusion is one of the first well-documented cases of an AI evaluation escaping its sandbox and reaching real production infrastructure. Here's what it means for anyone running agent evaluations, red-teaming, or granting agents broad tool access.
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