Showcase: SafeDraft AI - A CISSP-designed Privacy Firewall for LLMs (Built with Next.js & Vercel) #91596
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willbiu
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Headline: Big step for SafeDraft AI: Submitted to the official Next.js Showcase! 🚀 Content: > Just shared our tech architecture and security logic with the Vercel/Next.js community on GitHub! Even though our core engine remains proprietary for security reasons, I've detailed our Zero-Retention architecture and how we leverage Vercel Edge Functions to ensure low-latency de-identification. Check out the discussion and our tech stack here: [https://github.com//discussions/91596] If you're a fellow dev, I'd love your upvote or a comment on our masking logic! |
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Project Overview
As a Data Security Executive (CISSP), I’ve seen too many professionals hesitate to use LLMs due to PII leakage risks. I built SafeDraft AI to solve this "Privacy-Utility Dilemma."
It’s a specialized de-identification tool that uses Reversible Masking—allowing users to scrub sensitive data locally before feeding it to AI, then map it back using a secure local key.
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I'd love to hear the community's thoughts on our de-identification precision and the UI/UX! 🚀

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