Zobrazeno 1 - 10
of 12
pro vyhledávání: '"Shang-Tse Chen"'
Publikováno v:
IEEE BigData
Deep learning models are being integrated into a wide range of high-impact, security-critical systems, from self-driving cars to medical diagnosis. However, recent research has demonstrated that many of these deep learning architectures are vulnerabl
Publikováno v:
Machine Learning and Knowledge Discovery in Databases ISBN: 9783030109240
ECML/PKDD (1)
ECML/PKDD (1)
Given the ability to directly manipulate image pixels in the digital input space, an adversary can easily generate imperceptible perturbations to fool a Deep Neural Network (DNN) image classifier, as demonstrated in prior work. In this work, we propo
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::2045ccf71b5c7043bc16eab23c5334e7
https://doi.org/10.1007/978-3-030-10925-7_4
https://doi.org/10.1007/978-3-030-10925-7_4
Autor:
Peter J. Polack, Moushumi Sharmin, Minsuk Kahng, Shang-Tse Chen, Rahul C. Basole, Duen Horng Chau, Kaya de Barbaro
Publikováno v:
ACM transactions on interactive intelligent systems. 8(1)
The advent of mobile health (mHealth) technologies challenges the capabilities of current visualizations, interactive tools, and algorithms. We present Chronodes, an interactive system that unifies data mining and human-centric visualization techniqu
Autor:
Shang-Tse Chen, Li Chen, Siwei Li, Duen Horng Chau, Michael E. Kounavis, Fred Hohman, Madhuri Shanbhogue, Nilaksh Das
Publikováno v:
KDD
The rapidly growing body of research in adversarial machine learning has demonstrated that deep neural networks (DNNs) are highly vulnerable to adversarially generated images. This underscores the urgent need for practical defense that can be readily
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::4d827bee7ee5135a2165cdc1b1154bf5
Publikováno v:
ACSAC
Cybersecurity analysts are often presented suspicious machine activity that does not conclusively indicate compromise, resulting in undetected incidents or costly investigations into the most appropriate remediation actions. There are many reasons fo
Autor:
Moushumi Sharmin, Duen Horng Chau, Shang-Tse Chen, Peter J. Polack, Minsuk Kahng, Kaya de Barbaro
Publikováno v:
Mobile Health ISBN: 9783319513935
Mobile Health-Sensors, Analytic Methods, and Applications
Mobile Health-Sensors, Analytic Methods, and Applications
With every advancement in mHealth sensing technology, we are presented with an abundance of data streams and models that enable us to make sense of health information we record. To distill this diverse and ever-growing data into meaningful informatio
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::718385bb0f395d411b8be0ebdfd3982d
https://doi.org/10.1007/978-3-319-51394-2_18
https://doi.org/10.1007/978-3-319-51394-2_18
Autor:
S.C. Chen, Jie-Yang Chiou, Chung-Hsien Wang, Shang-Tse Chen, T.H. Sun, Po-Cheng Kuo, J.R. Chen
Publikováno v:
IEEE Transactions on Magnetics. 50:1-4
Granular Co-rich Co-Pt nanograins having perpendicular coercivity (Hc ⊥ ) of 4.0 kOe and perpendicular squareness (S ⊥ ) of 0.75 can be achieved by depositing Co 80 Pt 20 (25 nm) film onto Ru (30 nm)/Ag (100 nm) bilayer films using an argon press
Autor:
Shang-Tse Chen, Michael Madaio, Bistra Dilkina, Matthew Hinds-Aldrich, Xiang Cheng, Oliver L. Haimson, Duen Horng Chau, Wenwen Zhang
Publikováno v:
KDD
The Atlanta Fire Rescue Department (AFRD), like many municipal fire departments, actively works to reduce fire risk by inspecting commercial properties for potential hazards and fire code violations. However, AFRD's fire inspection practices relied o
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ab0ad90c3a350f60a57b39638c356c4b
http://arxiv.org/abs/1602.09067
http://arxiv.org/abs/1602.09067
Publikováno v:
VAST
Whereas event-based timelines for healthcare enable users to visualize the chronology of events surrounding events of interest, they are often not designed to aid the discovery, construction, or comparison of associated cohorts. We present TimeStitch
Publikováno v:
SECON Workshops
Multi-core System On Chips (SoCs) are playing a predominating role in smart phones and tablets. Unlike traditional multi-core desktops, mobile devices are restricted by the limited energy the batteries can buffer. It remains unclear whether it is ene