交通大学 资讯管理与财务金融学系

 游家牧
专任师资
姓名 游家牧
电子邮件 chiamuyu@nctu.edu.tw
联络电话 03-5712121 Ext. 57048
研究专长 Data Privacy, Adversarial Machine Learning, Computer and Network Security
职称 助理教授
学历 国立台湾大学电机工程(计算机组)博士
年度 论文名称
2020 High-Dimensional Crowdsourced Data Publication with Local Differential Privacy, IEEE Transactions on Information Forensics and Security
2020 Multidimensional Scaling Aided Clone Detection in Internet of Things, IEEE Transactions on Information Forensics and Security
2020 Privacy Aware Data Deduplication for Side Channel in Cloud Storage., IEEE Transactions on Cloud Computing
2017 Developments and Applications of Data Deidentification Technology Under Big Data., Journal of Electronic Science and Technology (JEST), 15, pp231-239
2017 Practical Integrity Preservation for Data Streaming in Cloud-Assisted Healthcare Sensor Systems. , Computer Networks., 129, pp472-480
2017 Privacy-Preserving Multi-Keyword Similarity Search over Outsourced Cloud Data., IEEE Systems Journal, 11, pp385-394
2016 Compressed Sensing-Based Clone Identification in Sensor Networks., IEEE Transactions on Wireless Communications, 15, pp3071-3084
2015 Verifiable, Privacy-Assured, and Accurate Biomedical Signal Collection for Cloud-Assisted Wireless Body Sensor Networks., IEEE Communications Magazine., 53, pp48-53
2015 Proof of Ownership in Deduplicated Cloud Storage with Mobile Device Efficiency., IEEE Network, 29, pp51-55
2014 Top-k Query Result Completeness Verification in Tiered Sensor Networks., IEEE Transactions on Information Forensics and Security, 9, pp109-124
2014 Privacy-Preserving Power Request in Smart Grid Networks., IEEE Systems Journal, 8, pp441-449
2013 Localized Algorithms for Detection of Node Replication Attacks in Mobile Sensor Networks, IEEE Transactions on Information Forensics and Security, 8, pp754-768
2012 Compressed Sensing Detector Design for Space Shift Keying in MIMO Systems., IEEE Communications Letters, 16, pp1556-1559
2011 Practical and Secure Multi- dimensional Query Framework in Tiered Sensor Networks., EEE Transactions on Information Forensics and Security, 6, pp241-255
2011 Constrained Function Based Message Authentication for Sensor Networks., IEEE Transactions on Information Forensics and Security, 6, pp407-425
2011 An Application-Driven Attack Probability-Based Deterministic Pairwise Key Pre-distribution Scheme for Non-Uniformly Deployed Sensor Networks., International Journal of Sensor Networks (IJSNet), 9, pp89-106
2010 Non-Interactive Pairwise Key Establishment for Sensor Networks., IEEE Transactions on Information Forensics and Security, 5, pp556-569
2010 Acquiring Authentic Data in Unattended Wireless Sensor Networks. , Sensors Journal, 10, pp2770-2792
年度 论文名称
2018 On the Limitation of Local Intrinsic Dimensionality for Characterizing the Subspaces of Adversarial Examples., International Conference on Learning Representations (ICLR), Vancouver, BC, Canada
2018 On the Limitation of MagNet Defense against L1-based Adversarial Examples., Workshop on Dependable and Secure Machine Learning (DSML) , Luxembourg City, Luxembourg
2018 REMIX: Mitigating Adversarial Perturbation by Reforming, Masking and Inpainting, EEE Symposium on Security and Privacy (S&P), San Francisco, California, USA
2017 A Unified Framework of Differentially Private Synthetic Data Release with Generative Adversarial Network., ACM Conference on Computer and Communication Security (CCS), Dallas, Texas, USA
2017 Look! Ransomware is there: Large Scale Ransomware Detection with Naked Eye., Ruxcon Security Conference, Melbourne, Australia
2017 R2-D2: Color-Inspired Convolutional Neural Network (CNN)-based Android Malware Detection, OWASP AppSec , USA, Orlando, Florida
2017 Enabling End-Users to Protect their Privacy., ACM Conference on Computer and Communications Security (ASIACCS), Abu Dhabi, UAE
2016 XDedup: Efficient Provably-Secure Cross-User Chunk-Level Client-Side Deduplicated Cloud Storage of Encrypted Data, ACM Conference on Computer and Communication Security (CCS), Vienna, Austria
2016 Adaptive Data-Driven and Region-Aware Detection for Deceptive Advertising. , IEEE Symposium on Security and Privacy (S&P), San Jose, California, USA
2015 Lightweight Streaming Authenticated Data Structures, ACM Conference on Computer and Communication Security (CCS), Denver, USA
2014 HTTP Botnet Resilient to Takedown, IEEE Symposium on Security and Privacy (S&P), San Jose, California, USA
服务机关名称 单位 职务 期间
Center for Secure Energy Informatics Visiting Scholar 2018.01 ~ 2018.01
National Chung Hsing University chiamuyu@nchu.edu.tw Department of Computer Science and Engineering Assistant Professor 2017.01 ~ 2020.01
University of Padua Visiting Scholar 2016.01 ~ 2018.01
University of Illinois at Chicago Visiting Scholar 2016.01 ~ 2016.01
Waseda University Visiting Scholar 2015.01 ~ 2015.01
Yuan Ze University Assistant Professor 2013.01 ~ 2016.01
IBM Thomas J. Watson Research Center Postdoc Researcher 2012.01 ~ 2013.01
Imeprial College London Visiting Scholar 2012.01 ~ 2012.01
Harvard University Visiting Scholar 2010.01 ~ 2011.01