3 results for "privacy preserving ai"
MIT NEWS
Enabling privacy-preserving AI training on everyday devices
MIT researchers developed a technique that accelerates a privacy-preserving approach for training AI models on edge devices. Their new framework could enable more accurate, efficient, and secure AI mo…
ARXIV CS.AI
See No Evil: Semantic Context-Aware Privacy Risk Detection for AR
Augmented reality (AR) systems pose unique privacy risks due to their continuous capture of visual data. Existing AR privacy frameworks lack semantic understanding of visual content, limiting their ef…
ARXIV.ORG
Does Machine Unlearning Preserve Clinical Safety? A Risk Analysis for Medical Image Classification
The application of Deep Learning in medical diagnosis must balance patient safety with compliance with data protection regulations. Machine Unlearning enables the selective removal of training data fr…