🤖 Ever wondered how AI stays secure when multiple users train it? Federated Learning lets devices like your phone train models locally, sharing only updates—not raw data. But here’s the catch: malicious users could poison the model by tampering with their data. Enter FIDELIS—a blockchain-powered solution that turns AI security on its head!
In this video, you’ll uncover how FIDELIS uses blockchain and smart algorithms to protect decentralized AI systems. Learn:
– The basics of Federated Learning and why it’s revolutionizing data privacy
– How malicious users can poison AI models and why it’s a critical threat
– The groundbreaking FIDELIS framework: blockchain-powered “digital democracy” for AI security
– Real-world results: 95% detection of poisoned data with 35% malicious users, maintaining 98% accuracy
– Why blockchain and AI are the ultimate duo for secure, scalable collaboration
Perfect for AI enthusiasts and developers looking to understand cutting-edge security solutions. Don’t miss this deep dive into the future of decentralized AI!
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#AIsecurity #FederatedLearning #BlockchainAI #FIDELIS #MachineLearning #DeepLearning #AIethics #TechInnovation #Shorts
Read more here: https://arxiv.org/pdf/2508.10042v1.pdf