AI Security
Comparing LLM firewall and guardrail products for enterpr...
A vendor-by-vendor comparison of LLM firewall and AI guardrail platform options for enterprise deployment, with real strengths and limitations for each.
Dec 7, 20258 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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Typosquatting in open source package registries explained
Typosquatting hides malware behind a one-character package name typo. Learn how it works, real incidents, and how to detect it before your build runs.
Dec 7, 20257 min read
AI Security
How RAG poisoning attacks manipulate retrieval-augmented ...
RAG poisoning attacks corrupt the external knowledge base an LLM retrieves from, turning trusted documents into vectors for misinformation and data leaks.
Dec 7, 20258 min read
Vulnerability Analysis
CI/CD pipeline supply chain attacks explained
A breakdown of how CI/CD supply chain attacks work, from SolarWinds to the 2025 tj-actions/changed-files breach, and how to detect and stop them.
Dec 7, 20256 min read
AI Security
Security considerations for deploying and querying vector...
Vector databases now hold copies of your most sensitive data with weaker controls than the systems they came from. Here's what to fix before your next RAG deployment.
Dec 7, 20257 min read
Vulnerability Analysis
How to detect malicious npm packages
Real npm supply chain attacks — event-stream, ua-parser-js, node-ipc, and the 2025 chalk/debug breach — show how to spot and stop malicious packages.
Dec 7, 20256 min read
AI Security
How model extraction attacks steal proprietary AI model b...
Model extraction attacks let adversaries clone proprietary AI models through ordinary API queries alone. Here's how the attacks work, why they evade detection, and how to stop them.
Dec 7, 20257 min read
Vulnerability Analysis
Subresource integrity bypass explained
SRI hashes can't stop what happens before the hash is made. How polyfill.io, British Airways, and event-stream exposed real gaps in browser integrity checks.
Dec 6, 20257 min read
AI Security
Understanding membership inference attacks against traine...
Membership inference attacks let adversaries confirm if your data trained a model, exposing privacy leakage in ML models and training data inference risks.
Dec 6, 20257 min read
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