Efficient Privacy-Preserving Machine Learning with Lightweight Trusted Hardware

Autor: Huang, Pengzhi, Hoang, Thang, Li, Yueying, Shi, Elaine, Suh, G. Edward

In this paper, we propose a new secure machine learning inference platform assisted by a small dedicated security processor, which will be easier to protect and deploy compared to today's TEEs integrated into high-performance processors. Our platform

Externí odkaz: http://arxiv.org/abs/2210.10133

Attacking and Defending Deep-Learning-Based Off-Device Wireless Positioning Systems

Autor: Huang, Pengzhi, Gonultas, Emre, Arnold, Maximilian, Srinath, K. Pavan, Hoydis, Jakob, Studer, Christoph

Publikováno v: IEEE Transactions on Wireless Communications; August 2024, Vol. 23 Issue: 8 p8883-8895, 13p

Erosion Control Treatment Using Geocell and Wheat Straw for Slope Protection

Autor: Gaofeng Song, Zhang Guanfang, Ruozhu Shen, Huang Pengzhi, Shiqin He, Xiaoruan Song, Huang Miansong

Publikováno v: Advances in Civil Engineering, Vol 2021 (2021)

Slope failure triggered by soil erosion under rainfall remains one of the most difficult problems in geotechnical engineering. Slope protection with planting vegetation can be used to reinforce the soil and stabilize the slope, but the early collapse

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::886899d9182a397c112777ff9059a33e
https://doi.org/10.1155/2021/5553221

Creating a biomedical knowledge base by addressing GPT inaccurate responses and benchmarking context.

Autor: Darnell SS; University of Tennessee Health Science Center, Memphis, TN, USA., Overall RW; University of Tennessee Health Science Center, Memphis, TN, USA.; Humboldt University, Institute of Biology, Berlin, Germany., Guarracino A; University of Tennessee Health Science Center, Memphis, TN, USA., Colonna V; University of Tennessee Health Science Center, Memphis, TN, USA., Villani F; University of Tennessee Health Science Center, Memphis, TN, USA., Garrison E; University of Tennessee Health Science Center, Memphis, TN, USA., Isaac A; University College London, London, UK., Muli P; GeneNetwork Systems Genetics Software Development Team, Nairobi, Kenya., Muriithi FM; University of Tennessee Health Science Center, Memphis, TN, USA.; GeneNetwork Systems Genetics Software Development Team, Nairobi, Kenya., Kabui A; GeneNetwork Systems Genetics Software Development Team, Nairobi, Kenya., Kilyungi M; GeneNetwork Systems Genetics Software Development Team, Nairobi, Kenya., Lisso F; GeneNetwork Systems Genetics Software Development Team, Nairobi, Kenya.; Pwani University, Kilifi, Kenya., Kibet A; FahamuAI, Nairobi, Kenya., Muhia B; FahamuAI, Nairobi, Kenya., Nijveen H; Wageningen University, Bioinformatics, Wageningen, The Netherlands., Yousefi S; University of Tennessee Health Science Center, Memphis, TN, USA., Ashbrook D; University of Tennessee Health Science Center, Memphis, TN, USA., Huang P; Cornell University, School of Electrical and Computer Engineering, Ithaca, USA., Suh GE; Cornell University, School of Electrical and Computer Engineering, Ithaca, USA.; NVIDIA Research, USA., Umar M; Cornell University, School of Electrical and Computer Engineering, Ithaca, USA., Batten C; Cornell University, School of Electrical and Computer Engineering, Ithaca, USA., Chen H; University of Tennessee Health Science Center, Memphis, TN, USA., Sen Ś; University of Tennessee Health Science Center, Memphis, TN, USA., Williams RW; University of Tennessee Health Science Center, Memphis, TN, USA., Prins P; University of Tennessee Health Science Center, Memphis, TN, USA.

Publikováno v: BioRxiv : the preprint server for biology [bioRxiv] 2024 Oct 21. Date of Electronic Publication: 2024 Oct 21.