Shang-Tse Chen
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Keeping the bad guys out: Protecting and vaccinating deep learning with jpeg compression
N Das, M Shanbhogue, ST Chen, F Hohman, L Chen, ME Kounavis, ...
arXiv preprint arXiv:1705.02900, 2017
ShapeShifter: Robust Physical Adversarial Attack on Faster R-CNN Object Detector
ST Chen, C Cornelius, J Martin, DH Chau
arXiv preprint arXiv:1804.05810, 2018
An Online Boosting Algorithm with Theoretical Justifications
ST Chen, HT Lin, CJ Lu
Proceedings of the Twenty-Ninth International Conference on Machine learning …, 2012
Shield: Fast, practical defense and vaccination for deep learning using jpeg compression
N Das, M Shanbhogue, ST Chen, F Hohman, S Li, L Chen, ME Kounavis, ...
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018
Firebird: Predicting fire risk and prioritizing fire inspections in Atlanta
M Madaio, ST Chen, OL Haimson, W Zhang, X Cheng, M Hinds-Aldrich, ...
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge …, 2016
An ensemble of three classifiers for kdd cup 2009: Expanded linear model, heterogeneous boosting, and selective naive bayes
HY Lo, KW Chang, ST Chen, TH Chiang, CS Ferng, CJ Hsieh, YK Ko, ...
KDD-Cup 2009 Competition, 57-64, 2009
Timestitch: Interactive multi-focus cohort discovery and comparison
PJ Polack, ST Chen, M Kahng, M Sharmin, DH Chau
2015 IEEE Conference on Visual Analytics Science and Technology (VAST), 209-210, 2015
Chronodes: Interactive multifocus exploration of event sequences
PJ Polack Jr, ST Chen, M Kahng, KD Barbaro, R Basole, M Sharmin, ...
ACM Transactions on Interactive Intelligent Systems (TiiS) 8 (1), 1-21, 2018
Boosting with online binary learners for the multiclass bandit problem
ST Chen, HT Lin, CJ Lu
International Conference on Machine Learning, 342-350, 2014
Communication efficient distributed agnostic boosting
ST Chen, MF Balcan, DH Chau
Artificial Intelligence and Statistics, 1299-1307, 2016
ADAGIO: Interactive Experimentation with Adversarial Attack and Defense for Audio
N Das, M Shanbhogue, ST Chen, L Chen, ME Kounavis, DH Chau
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2018
Compression to the rescue: Defending from adversarial attacks across modalities
N Das, M Shanbhogue, ST Chen, F Hohman, S Li, L Chen, ME Kounavis, ...
ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2018
The Efficacy of SHIELD under Different Threat Models
C Cornelius, N Das, ST Chen, L Chen, ME Kounavis, DH Chau
arXiv preprint arXiv:1902.00541, 2019
Predicting cyber threats with virtual security products
ST Chen, Y Han, DH Chau, C Gates, M Hart, KA Roundy
Proceedings of the 33rd Annual Computer Security Applications Conference …, 2017
Diversified Strategies for Mitigating Adversarial Attacks in Multiagent Systems.
MF Balcan, A Blum, ST Chen
AAMAS, 407-415, 2018
Exploratory visual analytics of mobile health data: Sensemaking challenges and opportunities
PJ Polack, M Sharmin, K de Barbaro, M Kahng, ST Chen, DH Chau
Mobile Health, 349-360, 2017
Talk proposal: Towards the realistic evaluation of evasion attacks using carla
C Cornelius, ST Chen, J Martin, DH Chau
arXiv preprint arXiv:1904.12622, 2019
Security recommendations based on incidents of malware
M Hart, KA Roundy, ST Chen, C Gates
US Patent 10,262,137, 2019
Benchmarking renderscript: potential for energy efficient multi-core mobile devices
Q Ju, ST Chen, Y Zhang
2015 12th Annual IEEE International Conference on Sensing, Communication …, 2015
An ensemble ranking solution to the Yahoo! learning to rank challenge
MF Tsai, ST Chen, YN Chen, CS Ferng, CH Wang, TY Wen, HT Lin
National Taiwan University, Tech. Rep, 2010
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Articles 1–20