DataAirlock: Securely Anonymizing Personal Data for Cloud LLMs
Analysis
DataAirlock offers a fantastic solution for safely utilizing cloud-based Large Language Models (LLMs) with sensitive personal information. This CLI tool provides local anonymization and de-anonymization, ensuring data privacy while empowering users to leverage the power of LLMs. The added TUI (Terminal User Interface) makes the tool incredibly user-friendly.
Key Takeaways
- •Provides a CLI and TUI for easy interaction.
- •Performs local anonymization and de-anonymization to keep data secure.
- •Uses semantic IDs like PERSON_001 for LLMs to understand context.
Reference / Citation
View Original"DataAirlockとは ローカルで個人情報を匿名化し、クラウドLLMに安全に渡すためのCLIツールです。"
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Zenn LLMJan 31, 2026 02:28
* Cited for critical analysis under Article 32.