線形回帰

Machine Learning Resistant Amorphous Silicon Physically Unclonable Functions (PUFs)

Authors: Velat Kilic, Neil Macfarlane, Jasper Stround, Samuel Metais, Milad Alemohammad, A. Brinton Cooper, Amy C. Foster, Mark A. Foster | Published: 2024-02-05
PUFの評価手法
深層学習手法
線形回帰

With Great Dispersion Comes Greater Resilience: Efficient Poisoning Attacks and Defenses for Linear Regression Models

Authors: Jialin Wen, Benjamin Zi Hao Zhao, Minhui Xue, Alina Oprea, Haifeng Qian | Published: 2020-06-21 | Updated: 2021-05-19
ポイズニング
ポイズニング攻撃
線形回帰

PrivFL: Practical Privacy-preserving Federated Regressions on High-dimensional Data over Mobile Networks

Authors: Kalikinkar Mandal, Guang Gong | Published: 2020-04-05
プライバシー保護手法
線形回帰
連合学習

Approximate Newton-based statistical inference using only stochastic gradients

Authors: Tianyang Li, Anastasios Kyrillidis, Liu Liu, Constantine Caramanis | Published: 2018-05-23 | Updated: 2019-02-05
サンプリング手法
線形モデル
線形回帰