Tagged "data-security"
6 articles tagged data-security, 26 February 2026 to 27 May 2026. Newest first.
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llama.cpp GGUF Parser Flaws: Critical Integer Overflow Enables Arbitrary Reads in Every Local AI Stack
A critical security vulnerability discovered in llama.cpp's GGUF parser threatens the integrity of local LLM deployments. The flaw allows attackers to read arbitrary memory through malicious model files.
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Developer Builds Local AI Coding Setup with Editor Integration, Zero Cloud Dependency
A practical guide demonstrates integrating local AI capabilities directly into code editors, creating a fully on-device development environment. The approach eliminates cloud dependencies while maintaining the productivity benefits of AI-assisted coding.
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Ollama Out-of-Bounds Read Vulnerability Allows Remote Process Memory Leak
A critical vulnerability in Ollama's GGUF parser enables remote attackers to read sensitive process memory, potentially exposing model weights and user data. This vulnerability affects all versions of Ollama and requires immediate patching for production deployments.
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NHS England Withdraws AI Software Over Security and Hacking Concerns
NHS England has pulled public-facing AI software due to vulnerability concerns and potential hacking risks. The incident underscores security and reliability requirements for deploying LLMs in healthcare and regulated environments.
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Local LLM for Private Companies
Discussion on deploying local LLMs within enterprise environments for privacy-preserving AI inference. Explores practical strategies for self-hosted language models in corporate settings.
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Building a Privacy-Preserving RAG System in the Browser
A guide for implementing retrieval-augmented generation entirely in the browser using local models, maintaining complete data privacy. Demonstrates advanced local LLM architectures running entirely client-side.