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Mitigating the adverse effects of LLMs a Report

grumpygrace.dev · published 21 March 2025

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https://www.researchgate.net/publication/385514119_Privacy-Preserving_Techniques_in_Generative_AI_and_Large_Language_Models_A_Narrative_Review
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https://arxiv.org/abs/2306.01941
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https://arxiv.org/abs/2411.10414
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https://arxiv.org/html/2411.10414v1
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https://ollama.com/library/llama-guard3
ollama.com
https://www.llama.com/trust-and-safety/
llama.com
https://cloud.google.com/security-command-center/docs/model-armor-overview
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https://medium.com/google-cloud/google-cloud-model-armor-2696bd719e02
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https://cloud.google.com/blog/products/identity-security/advancing-the-art-of-ai-driven-security-with-google-cloud-at-rsa
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https://www.deeplearning.ai/short-courses/intro-to-federated-learning/
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https://outshift.cisco.com/blog/federated-learning-and-llms
outshift.cisco.com
https://arxiv.org/html/2406.14898v4
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https://www.exabeam.com/explainers/ai-cyber-security/llm-security-top-10-risks-and-7-security-best-practices/
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https://www.nist.gov/blogs/cybersecurity-insights/privacy-attacks-federated-learning
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https://www.protecto.ai/blog/how-to-preserve-data-privacy-in-llms
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https://www.netguru.com/blog/lower-data-breaches-and-security-risks-with-local-language-models
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https://a-team.global/blog/leveraging-local-llms-and-secure-environments-to-protect-sensitive-information/
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https://geniusee.com/single-blog/local-llm-models
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https://www.datacamp.com/blog/the-pros-and-cons-of-using-llm-in-the-cloud-versus-running-llm-locally
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https://medium.com/@uppadhyayraj/exploring-local-large-language-models-and-associated-key-challenges-93618691fc9b
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https://medium.com/@bijit211987/llm-privacy-and-security-56a859cbd1cb
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https://granica.ai/blog/llm-security-risks-grc
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https://www.mdpi.com/2078-2489/15/11/697
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https://www.byteplus.com/en/topic/405906
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https://www.scirp.org/journal/paperinformation?paperid=136070
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https://github.com/grapesfrog/GAI-is-going-well
github.com
GAI Is Going Well part deux Read at the source ↗
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GAI Is Going Well Read at the source ↗
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https://calawyers.org/business-law/using-generative-ai-in-the-practice-of-corporate-law/
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https://mitsloanedtech.mit.edu/ai/basics/addressing-ai-hallucinations-and-bias/
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https://blog.uwgb.edu/catl/assessment-and-assignment-guidance-in-the-gai-era/
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https://medium.com/@tahirbalarabe2/12-key-risks-associated-with-generative-ai-gai-9323a29f51b2
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https://hellofuture.orange.com/en/how-to-avoid-replicating-bias-and-human-error-in-llms/
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https://gaper.io/ethical-considerations-llm-development/
gaper.io
https://machine-learning-made-simple.medium.com/using-transparency-to-handle-llms-bias-d5b992df8f07
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https://arxiv.org/html/2412.16022v1
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https://aclanthology.org/2024.wassa-1.9.pdf
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https://neptune.ai/blog/llm-ethical-considerations
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https://drpress.org/ojs/index.php/ajst/article/view/24872/24359
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https://pmc.ncbi.nlm.nih.gov/articles/PMC11327620/
pmc.ncbi.nlm.nih.gov