Tag
#prompt-injection
4 posts tagged prompt-injection.
- tooling
AI Moderation Tools for LLMs: What Works and What Gets Bypassed
A practitioner's comparison of AI moderation tools — AWS Bedrock Guardrails, Azure AI Content Safety, Lakera Guard, NeMo Guardrails, and Llama Guard — with honest numbers on bypass rates, false positives, and latency cost.
- tooling
LLM Guardrails: Comparing Tools and Implementation Patterns
A practical comparison of LLM guardrail implementations — classifiers, rule engines, LLM judges — with empirical bypass rates and deployment patterns that don't collapse under adversarial pressure.
- guardrails
LLM Guardrails: Architecture, Bypasses, and What to Deploy
LLM guardrails are the control layer between a language model and the real world. This guide covers how they work, how they fail under adversarial pressure, and the layered deployment stack that holds.
- tooling
LLM Security Tools: A Practical Guide to the Current Stack
A working guide to LLM security tools for 2026 — covering red-teaming frameworks, runtime guardrails, and observability layers, with honest notes on what each category gets wrong.