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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
2272017
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
2232018
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
1442018
An Online Boosting Algorithm with Theoretical Justifications
ST Chen, HT Lin, CJ Lu
Proceedings of the Twenty-Ninth International Conference on Machine learning …, 2012
812012
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
472016
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
242018
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
192018
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
192015
Boosting with online binary learners for the multiclass bandit problem
ST Chen, HT Lin, CJ Lu
International Conference on Machine Learning, 342-350, 2014
182014
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
172009
Communication efficient distributed agnostic boosting
ST Chen, MF Balcan, DH Chau
Artificial Intelligence and Statistics, 1299-1307, 2016
162016
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
102018
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
102017
Exploratory visual analytics of mobile health data: Sensemaking challenges and opportunities
PJ Polack, M Sharmin, K Barbaro, M Kahng, ST Chen, DH Chau
Mobile Health, 349-360, 2017
102017
Unmask: Adversarial detection and defense through robust feature alignment
S Freitas, ST Chen, ZJ Wang, DH Chau
2020 IEEE International Conference on Big Data (Big Data), 1081-1088, 2020
92020
Diversified strategies for mitigating adversarial attacks in multiagent systems
A Blum, MF Balcan, ST Chen
AAMAS, 2018
52018
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
42019
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
42019
Security recommendations based on incidents of malware
M Hart, KA Roundy, ST Chen, C Gates
US Patent 10,262,137, 2019
32019
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
32015
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