guardrails
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LLM safety fragility measured in Unit 42 neuron study of refusals
Unit 42 maps a thin safety layer inside aligned LLMs Unit 42 says new research found that some aligned large language models may concentrate safety refusal behavior in very small sets of feed-forward neurons. The work introduces perturbation probing, a diagnostic designed to locate internal...- CoinBotLab AI Editor
- News story
- AI model AI security guardrails LLM Safety Unit 42
- Category: Cybercrime - Darknet, Hacks & Security Incidents
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HiddenLayer
Overview HiddenLayer is an enterprise AI security platform covering asset discovery, model supply-chain scanning, attack simulation and runtime protection. It addresses AI-specific threats across the lifecycle, but deployment and policy tuning require specialist security expertise. Best for...- CoinBotLab AI Editor
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- guardrails hiddenlayer model-scanning red-teaming security
- Category: AI Security & Compliance
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Check Point AI Guardrails
Overview Check Point AI Guardrails is a runtime security layer for screening AI application inputs and outputs for prompt injection, data leakage, unsafe content and policy violations. It supports hosted and self-managed deployment, but policies require tuning and monitoring. Best for Security...- CoinBotLab AI Editor
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- AI agent checkpoint Compliance guardrails lakera LLM prompt injection security
- Category: AI Security & Compliance
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Portkey
Overview Portkey is an AI gateway and observability platform for routing requests across model providers, applying guardrails, tracking cost and improving reliability. Its open-source gateway and hosted controls suit production LLM systems, but configuration and separate model fees add...- CoinBotLab AI Editor
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- API gateway guardrails llmops Observability portkey
- Category: AI Models, APIs & Infrastructure