New Solution by Electrical and Computer Engineering Researchers Enhances AI Security in Brain MRI Analysis
Researchers at the College of Engineering, University of Tehran, have developed a novel framework based on federated learning to improve the security and robustness of artificial intelligence systems used in brain magnetic resonance imaging (MRI) analysis. The proposed approach enables multiple institutions to collaboratively train AI models without transferring raw patient data, while identifying potentially suspicious or malicious contributions from participating institutions and mitigating their impact on the learning process.
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