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How Good Are the LLM Guardrails on the Market? A Comparative Study on the Effectiveness of LLM Content Filtering Across Major GenAI Platforms

Unit 42 · published 2 June 2025

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https://arxiv.org/pdf/2309.15025
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https://www.paloaltonetworks.com/prisma/prisma-ai-runtime-security
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https://www.paloaltonetworks.com/prisma/cloud/ai-spm
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https://www.paloaltonetworks.com/unit42/assess/ai-security-assessment
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https://live.paloaltonetworks.com/t5/community-blogs/genai-security-technical-blog-series-2-6-secure-ai-by-design/ba-p/590862
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https://cloud.google.com/vertex-ai/generative-ai/docs/multimodal/configure-safety-filters
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https://github.com/NVIDIA/NeMo-Guardrails?tab=readme-ov-file
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https://aws.amazon.com/bedrock/guardrails/
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