#llm-security
-
Prompt Injection Detection Tools: A Practitioner's Evaluation
Lakera Guard, Protect AI's DeBERTa classifier, Meta Prompt Guard, NeMo Guardrails, and LLM Guard on latency, false positives, and pipeline fit.
-
How to Detect Jailbreak Prompts: A Practitioner's Guide
How to detect jailbreak prompts with perplexity heuristics, trained classifiers, and multi-turn scoring, plus the blind spots of each approach.
-
How to Mitigate Prompt Injection Attacks: Defense in Depth
No single control stops prompt injection. This guide covers the layered defenses that reduce risk in production, from input hardening to monitoring.