New study identifies part of brain animals use to make inferences

Animals survive in changing and unpredictable environments by not merely responding to new circumstances, but also, like ...
IEEE

ShadowNet: A Secure and Efficient On-device Model Inference System for Convolutional Neural Networks

Abstract: With the increased usage of AI accelerators on mobile and edge devices, on-device machine learning (ML) is gaining popularity. Thousands of proprietary ML models are being deployed today on ...
IEEE

BOLT: Privacy-Preserving, Accurate and Efficient Inference for Transformers

Abstract: The advent of transformers has brought about significant advancements in traditional machine learning tasks. However, their pervasive deployment has raised concerns about the potential ...