AI Security
Evaluating automated AI red teaming platforms for continu...
A practical buyer's guide to evaluating an automated red teaming platform for continuous AI testing, with a fair roundup of six real vendors and tools.
Jul 31, 20269 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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Explaining prompt injection attacks and why they're hard ...
Prompt injection attacks trick AI models into obeying attacker instructions hidden in data or user input, and there's still no complete fix.
Jul 31, 20267 min read
AI Security
How indirect prompt injection hides malicious instruction...
How attackers hide malicious instructions inside webpages, documents, and retrieved content to hijack AI systems — and why RAG pipelines are especially exposed.
Jul 31, 20268 min read
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.
Jul 31, 20268 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.
Jul 31, 20268 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.
Jul 31, 20267 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.
Jul 30, 20267 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.
Jul 30, 20267 min read
AI Security
What shadow AI is and how to discover unsanctioned AI use...
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.
Jul 30, 20267 min read
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