#prompt-injection
-
RAG Pipeline Security Best Practices: A Checklist
RAG pipeline security best practices: retrieval poisoning, access control at query time, embedding risks, and how OWASP and MITRE ATLAS frame the threats.
-
How Prompt Injection Detection Works: Classifiers, Monitors
How prompt injection detection works, from input scanning and embedding classifiers to fine-tuned guardrails and runtime monitoring, with the trade-offs.
-
OWASP LLM Top 10 Mitigation Guide: Controls for Every Risk
A practitioner's OWASP LLM Top 10 mitigation guide covering all ten 2025 risk categories, from prompt injection to unbounded consumption, with controls.
-
Rebuff: Open-Source Prompt Injection Defense, Layer by Layer
Rebuff is a self-hosted prompt injection detector with four layers: heuristics, LLM-based detection, a vector database of past attacks, and canary tokens.
-
Lakera Guard: Prompt Injection Detection in Practice
Lakera Guard is built for prompt injection detection rather than content moderation. What the documentation shows about coverage, latency, and cost.