LLM Security
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AI Red Teaming Tools for LLM Safety: 6 Options Compared
Promptfoo, garak, PyRIT, DeepTeam, Microsoft Foundry and Prisma AIRS compared on attack coverage, multi-turn depth, CI fit and agent-testing gaps.
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Prompt Injection Detection Tools: Five Options Compared
Lakera Guard, Protect AI's DeBERTa classifier, Meta Prompt Guard, NeMo Guardrails, and LLM Guard on latency, false positives, and pipeline fit.
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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.
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OWASP Prompt Injection (LLM01): How to Mitigate Attacks
No single control stops prompt injection. This guide covers the layered defenses that reduce risk in production, from input hardening to monitoring.