ALScA: A Framework for Using Auxiliary Learning Side-Channel Attacks to Model PUFs
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Information Forensics and Security"
DOI: 10.1109/tifs.2022.3227445
Abstract: Physical unclonable functions (PUFs) have emerged as potent hardware primitives owing to their intrinsic properties of being secret key-free, clone-proof, and lightweight. However, PUFs cannot avoid the threats of machine learning modeling and side-channel attacks… read more here.
Keywords: auxiliary learning; task; side channel; model ... See more keywords
Monocular 3D Object Detection Utilizing Auxiliary Learning With Deformable Convolution
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2023.3319556
Abstract: In autonomous driving systems, the monocular 3D object detection algorithm is a crucial component. The safety of autonomous vehicles heavily depends on a well-designed detection system. Therefore, developing a robust and efficient 3D object detection… read more here.
Keywords: detection; auxiliary learning; object detection; detection utilizing ... See more keywords
Snapshot hyperspectral imaging method based on a transformer and auxiliary learning tasks.
Sign Up to like & getrecommendations! Published in 2025 at "Applied optics"
DOI: 10.1364/ao.551345
Abstract: This paper proposes a noise-resistant coded aperture snapshot spectral imaging (CASSI) reconstruction algorithm based on a spectral awareness network (SANet). The method maps the snapshot compressed measurements to a panchromatic (PAN) image as an auxiliary… read more here.
Keywords: imaging method; method; auxiliary learning; method based ... See more keywords