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.
RAG poisoning attacks corrupt the external knowledge base an LLM retrieves from, turning trusted documents into vectors for misinformation and data leaks.
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.
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.
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.
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.
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.
Membership inference attacks let adversaries confirm if your data trained a model, exposing privacy leakage in ML models and training data inference risks.
A clickjacking vulnerability hides real buttons under a decoy iframe to hijack clicks. Here's how the attack works, real incidents, and fixes.
Shadow AI risk is spreading faster than governance can keep up. Here's what unsanctioned AI use looks like inside real enterprises and how to discover it before data leaks.
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