Projects per year
Personal profile
Research Interests
Cryptography, Information Security, Network Security, Computational Complexity
Experience
1. Professor and Chairman, Department of Computer Science, NCTU, 2009-2013
2. Professor and Director of Department of Computer Science, Institute of Information Science and Engineering, NCTU, 2005-2009
3. Professor and Associate Director, Department/Institute of Computer Information and Science, NCTU, 2004-2005
4. Professor, Department/Institute of Computer Information and Science, NCTU, 2001-2005
5. Associate Professor, Department of Computer Information and Science, NCTU,1991-2001
Education/Academic qualification
PhD, Computer Science, State University of New York at Stony Brook
External positions
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Collaborations and top research areas from the last five years
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Projects
- 38 Finished
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Detection and Protection of Cyber Attacks by Using Reinforcement Learning
Tzeng, W.-G. (PI)
1/08/19 → 28/02/21
Project: Government Ministry › Other Government Ministry Institute
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Detection and Protection of Cyber Attacks by Using Reinforcement Learning
Tzeng, W.-G. (PI)
1/08/18 → 28/02/19
Project: Government Ministry › Other Government Ministry Institute
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Information Scurity and Malware Analysis Based on Machine
Tzeng, W.-G. (PI)
1/08/17 → 31/08/18
Project: Government Ministry › Other Government Ministry Institute
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Information Scurity and Malware Analysis Based on Machine
Tzeng, W.-G. (PI)
1/08/16 → 31/08/17
Project: Government Ministry › Other Government Ministry Institute
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Information Scurity and Malware Analysis Based on Machine
Tzeng, W.-G. (PI)
1/08/15 → 31/08/16
Project: Government Ministry › Other Government Ministry Institute
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RL-Shield: Mitigating Target Link-Flooding Attacks Using SDN and Deep Reinforcement Learning Routing Algorithm
Rezapour, A. & Tzeng, W. G., 2022, In: IEEE Transactions on Dependable and Secure Computing. 19, 6, p. 4052-4067 16 p.Research output: Contribution to journal › Article › peer-review
11 Scopus citations -
A Black-Box Adversarial Attack via Deep Reinforcement Learning on the Feature Space
Li, L., Rezapour, A. & Tzeng, W. G., 30 Jan 2021, 2021 IEEE Conference on Dependable and Secure Computing, DSC 2021. Institute of Electrical and Electronics Engineers Inc., 9346264. (2021 IEEE Conference on Dependable and Secure Computing, DSC 2021).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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RL-PMAgg: Robust aggregation for PM2.5 using deep RL-based trust management system
Rezapour, A. & Tzeng, W. G., Mar 2021, In: Internet of Things (Netherlands). 13, 100347.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
A cooperative game-theoretic model in cloud storage auditing
Lin, C. Y. & Tzeng, W. G., Jan 2020, In: Journal of Information Science and Engineering. 36, 1, p. 127-143 17 p.Research output: Contribution to journal › Article › peer-review
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A robust algorithm for predicting attacks using collaborative security logs
Rezapour, A. & Tzeng, W. G., May 2020, In: Journal of Information Science and Engineering. 36, 3, p. 597-619 23 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations