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.
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.
Prompt injection attacks trick AI models into obeying attacker instructions hidden in data or user input, and there's still no complete fix.
Certificate validation bypass flaws silently disable TLS's identity guarantees, opening the door to man-in-the-middle attacks. Here's how they happen and how to catch them.
How attackers hide malicious instructions inside webpages, documents, and retrieved content to hijack AI systems — and why RAG pipelines are especially exposed.
Small inputs, big CPU spikes: how algorithmic complexity DoS vulnerabilities like ReDoS and hash flooding crash apps with a single request.
A vendor-by-vendor comparison of LLM firewall and AI guardrail platform options for enterprise deployment, with real strengths and limitations for each.
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.
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.
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