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Building a Privacy-First AI Lab: Deploying Local LLMs Without Sacrificing Ethics

williamzujkowski.github.io · published 29 October 2025

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https://blogs.cisco.com/security/detecting-exposed-llm-servers-shodan-case-study-on-ollama
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https://arxiv.org/abs/2409.04040
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https://lmstudio.ai/app-privacy
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https://github.com/ggml-org/llama.cpp
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https://github.com/oobabooga/text-generation-webui
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https://github.com/ollama/ollama/issues/2567
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https://docs.vllm.ai/en/latest/usage/usage_stats/
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https://www.anthropic.com/research/constitutional-ai-harmlessness-from-ai-feedback
anthropic.com
https://deepmind.google/discover/blog/introducing-the-frontier-safety-framework/
deepmind.google
https://cdn.openai.com/papers/openais-approach-to-external-red-teaming.pdf
cdn.openai.com
https://arxiv.org/html/2509.09091
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https://documentation.wazuh.com/
documentation.wazuh.com
https://arxiv.org/abs/2408.03561
arxiv.org
https://github.com/tarunboricha/ollama-security-guide
github.com
https://docs.vllm.ai/en/latest/usage/security/
docs.vllm.ai
https://www.reddit.com/r/LocalLLaMA/
reddit.com
https://arxiv.org/abs/2410.13272
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Elsewhere on williamzujkowski.github.io (2)