🛠️DPoC - Dynamic Proof of Collaboration (DPoC) Framework for Decentralized DeepFake Detection

🤖 What is this?

It's a decentralized AI validation framework that lets lightweight nodes (like your smartphone 📱) process real-world AI tasks (like detecting deepfakes 🕵️‍♂️), proving correctness with ZK-SNARKs (a fancy cryptographic trick 🔐), and securing results using BLS signatures & Merkle trees 🌳.

📜 What’s Inside?

• 📄 DPoC4DF.pdf - explaining how this works.
• 🚧 POC/POT COMING SOON! - A fully functional Proof-of-Concept & Proof-of-Technology to showcase the idea.
• 🔗 Blockchain Integration - Because trust shouldn't require a middleman.

🎯 The Idea

• 🤖 AI does its thing (deepfake detection, for example).
• 🕵️‍♂️ Zero-Knowledge Proofs verify the AI didn’t cheat.
• 🏛️ Blockchain stores the final proofs (not the heavy data).
• 🎩 Supernodes play the judges in this decentralized AI courtroom.

📢 Stay Tuned!

• More code & demos dropping soon!
• Open-source collab? Let’s make it happen!
• Got ideas? PRs welcome!

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👀 Curious? Start by reading DPoC4DF.pdf 📖
🚀 Want to contribute? Clone, fork, and let’s build! 🛠️💡