About

Chun-Ying Huang (黃俊穎)

Department of Computer Science

National Yang Ming Chiao Tung University

Dr. Chun-Ying Huang is a Professor at the Department of Computer Science, National Yang Ming Chiao Tung University (formerly known as National Chiao Tung University). He received his Ph.D in Electrical Engineering Department from National Taiwan University in 2007. Dr. Huang co-leads security and systems (SENSE) laboratory. His research interests include system security, multimedia networking, and mobile computing. He served as PIs or co-PIs of several teaching, research, and industrial projects in network and system security areas, including the information security incubation program (ISIP and AIS3) from the Ministry of Education (MoE) and Taiwan information security center program (TWISC) at NYCU from the National Science and Technology Council (NSTC). Dr. Huang received ACM Taipei/Taiwan Chapter K. T. Li Young Researcher Award in 2014, MOST Excellent Young Scholar Grants in 2021, and NCTU/NYCU excellent teaching awards in 2020 and 2021. He currently serves as the director of the Institute of Network Engineering at National Yang Ming Chiao Tung University.

Work Experience

• Director, The Center of Education and Research in Cybersecurity (TWISC @ NYCU), NYCU (2023—)
• Director, Institute of Network Engineering, NYCU (2022—)
• Director, Degree Program of Cyber Security Management, NCTU/NYCU (2018—2022)
• Secretary General, Chinese Cryptology and Information Security Association (2018—2021)
• Professor, Department of Computer Science, NCTU/NYCU (2018—)
• Associate Professor, Department of Computer Science, NCTU (2016—2018)
• Associate Professor, Department of Computer Science and Engineering, NTOU (2013—2016)
• Director, Divison of Campus Network, Office of Library and Information Technology, NTOU (2012—2016)
• Director, Divison of Extracurricular Activities, Office of Student Affairs, NTOU (2010—2012)
• Assistant Professor, Department of Computer Science and Engineering, NTOU (2008—2013)

Research

Research Interest

System security, software security, multimedia networking, mobile computing

Safe LoRA: The Silver Lining of Reducing Safety Risks when Finetuning Large Language Models

Chia-Yi Hsu, Yu-Lin Tsai, Chih-Hsun Lin, Pin-Yu Chen, Chia-Mu Yu, and Chun-Ying Huang

Proceedings of the Thirty-eighth Annual Conference on Neural Information Processing Systems (NeurIPS), December 2024

CmdCaliper: A Semantic-Aware Command-Line Embedding Model and Dataset for Security Research

Sian-Yao Huang, Cheng-Lin Yang, Che-Yu Lin, and Chun-Ying Huang

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP), November 2024

Time Machine: An Efficient and Backend-Migratable Architecture for Defending Against Ransomware in the Hypervisor

Jian-Syue Huang, Tsung-Han Liu, Yi-Hsien Chen, Hsuan-Yu Peng, Tse-Wei Huang, Chin-Laung Lei, and Chun-Ying Huang

Proceedings of the 2024 ACM Cloud Computing Security Workshop (CCSW '24), October 2024

Will Neural 3D Object Representations be the Silver Bullets for Improving VR Experience in HMDs?

Charlie Hsu, Yuan-Chun Sun, Kuan-Yu Lee, and Chun-Ying Huang

Proceedings or the 7th International Conference on Multimedia Information Processing and Retrieval (MIPR), August 2024

Mitigating Privacy Threats Without Degrading Visual Quality of VR Applications: Using Re-identification Attack as a Case Study

Yu-Szu Wei, Yuan-Chun Sun, Shin-Yi Zheng, Hsun-Fu Hsu, Chun-Ying Huang, and Cheng-Hsin Hsu

Proceedings or the 7th International Conference on Multimedia Information Processing and Retrieval (MIPR), August 2024

Multi-frame Bitrate Allocation of Dynamic 3D Gaussian Splatting Streaming Over Dynamic Networks

Yuan-Chun Sun, Yuang Shi, Wei Tsang Ooi, Chun-Ying Huang, and Cheng-Hsin Hsu

Proceedings of the 2024 SIGCOMM Workshop on Emerging Multimedia Systems, August 2024

Ring-a-Bell! How reliable are concept removal methods for diffusion models?

Yu-Lin Tsai, Chia-Yi Hsu, Chulin Xie, Chih-Hsun Lin, Jia-You Chen, Bo Li, Pin-Yu Chen, Chia-Mu Yu, and Chun-Ying Huang

Proceedings of The Twelfth International Conference on Learning Representations (ICLR), May 2024

A Dynamic 3D Point Cloud Dataset for Immersive Applications

Yuan-Chun Sun, I-Chun Huang, Yuang Shi, Wei Tsang Ooi, Chun-Ying Huang, and Cheng-Hsin Hsu

Proceedings of ACM SIGMM Conference on Multimedia Systems (MMSys), Pages 376--383, June 2023

Guided Malware Sample Analysis based on Graph Neural Networks

Yi-Hsien Chen, Si-Chen Lin, Szu-Chun Huang, Chin-Laung Lei, and Chun-Ying Huang

IEEE Transactions on Information Forensics and Security, Pages 4128--4143, June 2023

Building Machine Learning-based Threat Hunting System from Scratch

Chung-Kuan Chen, Si-Chen Lin, Szu-Chun Huang, Yung-Tien Chu, Chin-Laung Lei, and Chun-Ying Huang

ACM Digital Threats: Research and Practice, Pages 1--21, September 2022

Measuring Objective Visual Quality of Real-Time Communication Systems in the Wild

Chih-Fan Hsu, Yu-Lun Chang, Chun-Ying Huang, and Xin Liu

International Journal of Semantic Computing, Pages 257--280, June 2022

Towards a Utopia of Dataset Sharing: A Case Study on MachineLearning-based Malware Detection Algorithms

Ping-Jui Chuang, Chih-Fan Hsu, Yun-Tien Chu, Szu-Chun Huang, and Chun-Ying Huang

Proceedings of ACM ASIA Conference on Computer and Communications Security (ASIACCS), Pages 479--493, May 2022

DPView: Differentially Private Data Synthesis through Domain Size Information

Chih-Hsun Lin, Chia-Mu Yu, and Chun-Ying Huang

IEEE Internet of Things Journal, Pages 15886--15900, February 2022

Privacy Leakage and Protection of InputConnection Interface in Android

Chi-Yu Li, Hsin-Yi Wang, Wei-Ching Wang, and Chun-Ying Huang

IEEE Transactions on Network and Service Management, Pages 3309--3323, September 2021

On the Performance Comparisons of Native and Clientless Real-Time Screen Sharing Technologies

Chun-Ying Huang, Yun-Chen Cheng, Guan-Zhang Huang, Ching-Ling Fan, and Cheng-Hsin Hsu

ACM Transactions on Multimedia Computing, Communications and Applications, Pages 1--26, June 2021

On the Optimal Encoding Ladder of Tiled 360◦ Videos for Head-Mounted Virtual Reality

Ching-Ling Fan, Shou-Cheng Yen, Chun-Ying Huang, and Cheng-Hsin Hsu

IEEE Transactions on Circuits and Systems for Video Technology, Pages 1632--1647, April 2021

People

Current

Yi-Hsien Chen

Ph.D. (陳憶賢)

Chia-Yi Hsu

Ph.D. (許嘉宜)

Chih-Hsun Lin

Ph.D. (林志訓)

I-Wei Chen

Ph.D. (陳一瑋)

Yu-Cheng Yang

Master (楊喻丞)

Meng-Yan Luo

Master (羅孟妍)

Ching-Hsin Chang

Master (張景欣)

Erh-Tai Huang

Master (黃爾泰)

Cheng-Hsin Li

Master (利承昕)

Jun-Hong Cheng

Master (成俊宏)

Yen-Chia Chen

Master (陳彥嘉)

Kuan-Wei Chiu

Master (邱冠維)

Tse-Wei Huang

Master (黃則維)

Hong-Yi Lin

Master (林鴻逸)

Yu-Hsiang Lin

Master (林宇翔)

Hsuan-Yu Peng

Master (彭暄宇)

Hsing-Hua Hsu

Master (許心華)

Chia-Yu Hung

Master (洪佳瑜)

Past: R.A., Ph.D., and Master

Teaching

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