Michael Anthony PRO

MikeDoes

http://www.ai4privacy.com

AI & ML interests

Privacy, Large Language Model, Explainable

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reacted to theirpost with 👀 about 13 hours ago

Ai4Privacy has been working on this for the past year. 🙏 Today we're releasing the PII Masking 2M Series, the world's largest open source privacy masking dataset. (Again. 🚀🚀) 🔢 2M+ synthetic examples 🌍 32 locales across Europe 🏷️ 98 entity types 🏥💬🏦💼📍 5 industry verticals: Health, Finance, Digital, Work, Location ✅ 1M+ entries freely available on Hugging Face Every example is 100% synthetic. No real personal data. Built so you can train and evaluate PII detection models without the legal headaches. 🔒 Thank you for 15,000,000+ downloads across our datasets, models, and libraries. This one's for you. ❤️ hashtag#privacy hashtag#ai hashtag#opensource hashtag#nlp hashtag#gdpr hashtag#pii hashtag#huggingface hashtag#machinelearning

reacted to theirpost with ❤️ about 13 hours ago

reacted to theirpost with 🚀 about 13 hours ago

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Ai4Privacy has been working on this for the past year. 🙏

Today we're releasing the PII Masking 2M Series, the world's largest open source privacy masking dataset. (Again. 🚀🚀)

🔢 2M+ synthetic examples
🌍 32 locales across Europe
🏷️ 98 entity types
🏥💬🏦💼📍 5 industry verticals: Health, Finance, Digital, Work, Location
✅ 1M+ entries freely available on Hugging Face

Every example is 100% synthetic. No real personal data. Built so you can train and evaluate PII detection models without the legal headaches. 🔒

Thank you for 15,000,000+ downloads across our datasets, models, and libraries. This one's for you. ❤️

hashtag#privacy hashtag#ai hashtag#opensource hashtag#nlp hashtag#gdpr hashtag#pii hashtag#huggingface hashtag#machinelearning

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2267

Stop sending sensitive data across the network. Sanitize it directly in the browser. 💡

A recent blog post by A. Christmas provides a practical guide on how to achieve exactly that. They demonstrated a powerful form of anonymization: PII masking at the edge. The vision is simple but profound: keep sensitive data off the network entirely by sanitizing it in the browser.

With the Ai4Privacy pii-masking-200k dataset serving as the foundation for their work. It provided the high-quality, diverse examples of PII needed to fine-tune a specialized DistilBERT model, one that is accurate, fast, and light enough to run client-side.

This is the future we are working towards: a world where developers are empowered with the tools and data to build powerful AI systems that respect user privacy by design. This is exactly why we build our datasets, and we're thrilled to showcase this project that turns the principles of data privacy into a practical, deployable solution.

🔗 See their innovative approach in action: https://ronathan.esr-inc.com/automatically-sanitize-data-in-the-users-browser-with-ai/

🚀 Stay updated on the latest in privacy-preserving AI—follow us on LinkedIn: https://www.linkedin.com/company/ai4privacy/posts/

#OpenSource #DataPrivacy #LLM #Anonymization #AIsecurity #HuggingFace #Ai4Privacy #World's largest open privacy masking dataset