| 2018 |
Detecting and Defending suspicious nodes in Large & Mobile Networks, Proceedings of the 49th Annual Meeting of the Decision Sciences Institute, 2018, Chicago, IL |
| 2018 |
Observing the effectiveness of English-medium instruction in Taiwan higher education, Proceedings of the 49th Annual Meeting of the Decision Sciences Institute, 2018, Chicago, IL |
| 2018 |
English-medium Instruction in English as a Foreign Language Computer Science Courses, Observation and Suggestion: Proceedings of the International Conference on Frontiers in Education, 2018, Las Vegas, Nevada, USA |
| 2018 |
Kang-Cheng Chen, Pin-Yu Chen, and Chia-Mu Yu. , REMIX: Mitigating Adversarial Perturbation by Reforming, Masking and Inpainting. , IEEE Symposium on Security and Privacy (S&P), 2018, San Francisco, CA, USA |
| 2018 |
Pei-Shuan Lu, Pin-Yu Chen, Kang-Cheng Chen, and Chia-Mu Yu. , On the Limitation of MagNet Defense against L1-based Adversarial Examples, Workshop on Dependable and Secure Machine Learning (DSML), 2018, Luxembourg City, Luxembourg, 2018 |
| 2018 |
Pei-Shuan Lu (指導學生), Pin-Yu Chen, and Chia-Mu Yu., On the Limitation of Local Intrinsic Dimensionality for Characterizing the Subspaces of Adversarial Examples, International Conference on Learning Representations (ICLR), 2018, Vancouver, Canada, |
| 2018 |
Chia-Yi Hsu , Pei-Shuan Lu, Pin-Yu Chen, and Chia-Mu Yu., On The Utility of Conditional Generation Based Mutual Information for Characterizing Adversarial Subspaces, IEEE Global Conference on Signal and Information Processing (GlobalSIP), 2018, Anaheim, California, USA |
| 2018 |
Nesrine Berjab, Hieu Hanh Le, Chia-Mu Yu, Sy-Yen Kuo and Haruo Yokota., Abnormal-node Detection Based on Spatio-temporal and Multivariate-attribute Correlation in Wireless Sensor Networks. , IEEE International Conference on Dependable, Autonomic and Secure Computing (DASC), 2018 |
| 2018 |
Hsu, P. Y., Chou, C., Huang, S. H., & Chen, A. P., A Market Making Quotation Strategy Based on Dual Deep Learning Agents for Option Pricing and Bid-Ask Spread Estimation, 2018 |
| 2018 |
Chen, C. T., Chen, A. P., & Huang, S. H., Cloning Strategies from Trading Records using Agent-based Reinforcement Learning Algorithm, 2018 |
