國立政治大學 資訊安全碩士學位學程

期刊論文

• Yu-Chi Hu*;Fang Yu*, 2024.06, 'Controllable Robustness Training, ' Journal of Information Science and Engineering,.(SCIE, DBLP, SCOPUS)(*為通訊作者)(本論著未刊登但已被接受)
• ShihYi Chien*;ChengJun Yang;Fang Yu*, 2022.03, 'XFlag: Explainable Fake News Detection Model on Social Media, ' International Journal of Human–Computer Interaction, Vol.38, No.18-20, pp.1808-1827.(SCIE, DBLP, IEEE, SCI, SCOPUS)(*為通訊作者)
• Fang Yu*;Yat-Wah Wan;Rua-Huan Tsaih, 2018.07, 'Quantitative Quality Estimation of Cloud-based Streaming Services, ' Computer Communications, Vol.125, pp.pp. 24-37.(SCIE, ACM, DBLP, IEEE, SCI, SCOPUS)(*為通訊作者)
• 郁方*, 2015.04, 'AppBeach: A Static Behavior Checker for iOS Mobile Applications, ' Communications of the CCISA, Vol.21, No.2, pp.41-51.(Airiti Library)(*為通訊作者)
• ShinYin Huang*;RuaHuan Tsaih;Fang Yu, 2014.02, 'Topological pattern discovery and feature extraction for fraudulent financial reporting, ' Expert System with Applications, Vol.41, No.9, pp.4360-4372.(SCIE, DBLP)(*為通訊作者) 參考連結
• Fang Yu*;Muath Alkhalaf;Tevfik Bultan;Oscar H. Ibarra, 2014.01, 'Automata-Based Symbolic String Analysis for Vulnerability Detection, ' Formal Methods in System Design, Vol.44, No.1, pp.44-70.(ACM, DBLP, IEEE, SCI)(*為通訊作者) 參考連結
• Gaiyun Liu;Daniel Yuh Chao;Fang Yu*, 2013.03, 'A Control Policy for a Subclass of Petri Nets without Reachability Analysis, ' IET Control Theory & Applications,.(SCI)(*為通訊作者)(本論著未刊登但已被接受)
• Fang Yu*;Shun-Ching Yan;Farn Wang;Guan-Cheng Chen;Che-Chang Chan, 2012.05, 'Symbolic Consistency Checking of OpenMP Parallel Programs, ' ACM SIGPLAN Notices, Vol.47, No.5, pp.139-148.(ACM, SCI)(*為通訊作者) 參考連結
• Daniel Y. Chao;Jiun-Ting Chen*;Fang Yu, 2012.02, 'A novel liveness condition for S3PGR2, ' Transactions of the institute of measurement and control,.(SCIE)(*為通訊作者) 參考連結
• Fang Yu*;Tevfik Bultan;Oscar H. Ibarra, 2011.05, 'Relational String Verification Using Multi-track Automata (Full Version), ' International Journal of Foundations of Computer Science,.(SCIE, ACM, DBLP, IEEE, CITESEEN, SCI)(*為通訊作者)
• Oscar H. Ibarra;Sara Woodworth;Fang Yu;Andri Paun, 2008.03, 'On Spiking Neural P Systems and Partially Blind Counter Machines, ' Natural Computing, Vol.7, No.1, pp.3-19.(SCIE, ACM, DBLP) 參考連結
• Fang Yu;Bow-Yaw Wang, 2006.08, 'SAT-based Model Checking for Region Automata, ' International Journal of Foundations of Computer Science, Vol.17, No.4, pp.775-795.(SCIE, DBLP)
• Farn Wang;Geng-Dian Huang;Fang Yu, 2006.07, 'TCTL Inevitability Analysis of Dense-Time Systems: From Theory to Engineering, ' IEEE Transactions on Software Engineering, Vol.32, No.7, pp.510-526.(ACM, IEEE, SCI)

會議論文

• Shang-Jung Wen;Jia-Ming Chang*;Fang Yu*, 2024.07, 'scGHSOM: Hierarchical clustering and visualization of single-cell and CRISPR data using growing hierarchical SOM, ' 23rd International Workshop on Data Mining in Bioinformatics (In conjuction with ACM KDD 2024), ACM.(ACM, DBLP, IEEE)(*為通訊作者)
• Shang-Jung Wen;Jia-Ming Change*;Fang Yu*, 2024.07, 'scGHSOM: Hierarchical clustering and visualization of single-cell and CRISPR data using growing hierarchical SOM, ' 23rd International Workshop on Data Mining in Bioinformatics (BIOKDD) in conjuction with ACM KDD 2024, ACM.(*為通訊作者)
• Ming-I Huang*;Fang Yu*;Chih-Duo Huang, 2024.07, 'Concolic Testing on Individual Fairness of Neural Network Models, ' The 20th Taiwan Software Engineering Conference, 臺北科技大學資訊工程系.(*為通訊作者)
• Cheng-Yao Guo;Fang Yu*, 2024.01, 'Sugar-coated poison defense on deepfake face-swapping attacks, ' The 5th ACM/IEEE International Conference on Automation of Software Test (AST@ICSE 2024) co located with the 46th International Conference on Software Engineering, ACM/IEEE.(ACM, DBLP, IEEE)(*為通訊作者)
• Yin-Hsuan Sung*;Shih-Yi Chien*;Fang Yu*, 2024.01, 'Preliminary Validation of Explainable AI Interfaces across Heuristics and Information Transparency, ' The 4th IEEE International Conference on Human-Machine Systems (ICHMS), IEEE.(DBLP, IEEE)(*為通訊作者)
• Donald Jasper Su*;Chia Cheng Lin;Fang Yu*, 2023.12, 'Facial Nerve Disorder Rehabilitation via Generative Adversarial Network, ' the 28th International Conference on Technologies and Applications of Artificial Intelligence (TAAI), TAAI.(DBLP)(*為通訊作者)
• Cheng-Yao Guo*;Fang Yu*, 2023.04, 'On Searching Information Leakage of Python Model Execution to Detect Adversarial Examples, ' The 18th ACM ASIA Conference on Computer and Communications Security (ACM ASIACCS 2023), ACM.(ACM, DBLP, IEEE, SCOPUS)(*為通訊作者)
• YiChing Lin*;Fang Yu*, 2023.03, 'DeepSHAP Summary for Adversarial Example Detection, ' The 2023 IEEE/ACM International Workshop on Testing for Deep Learning and Deep Learning for Testing with the 45th the IEEE/ACM International Conference on Software Engineering (DeepTest@ICSE2023), IEEE/ACM.(ACM, DBLP, IEEE, SCOPUS)(*為通訊作者)
• 郁方*, 2021.10, 'PyCT: A Python Concolic Tester, '.(*為通訊作者)
• Lin, WeiTing;Hsiao, ShunWen*;Yu, Fang*, 2020.10, 'Runtime Hook on Blockchain and Smart Contract Systems, ' The Eighth International Workshop on Security in Blockchain and Cloud Computing (SBC) To be held in conjunction with the 15th ACM Asia Conference on Computer and Communications Security (ASIACCS), ACM.(ACM, DBLP)(*為通訊作者)
• 郁方*, 2020.06, 'Symbolic Gas Vulnerability Detection and Attack Synrthesis, '.(*為通訊作者)
• Yun-Chieh Tien;Chen-Min Hsu;Fang Yu*, 2019.09, 'HiSeqGAN: Hierarchical Sequence Synthesis and Prediction, ' Artificial Neural Networks and Machine Learning – ICANN 2019: Text and Time Series, LNTCS, volume 11730, Helmholtz Zentrum München, pp.pp 621-638.(EI, DBLP, IEEE, SCOPUS)(*為通訊作者)
• Chi-Feng Liu;Shun-Wen Hsiao*;Fang Yu*, 2018.12, 'Malware Family Characterization with Recurrent Neural Network and GHSOM using System Calls, ' the 10th IEEE International Conference on Cloud Computing Technology and Science (IEEE CloudCom 2018), IEEE Computer Society.(DBLP, IEEE, CITESEEN)(*為通訊作者)
• TengYung Lin*;Chun-Hao Howard Chuang;Fang Yu*, 2018.07, 'Tracking Supply Chain Process Variability with Unsupervised Cluster Traversal, ' The 4th IEEE Intl Conf on Big Data Intelligence and Computing (DataCom'2018) (IEEE-DataCom'2018, IEEE Computer Society and ACM SIGSOFT.(DBLP, IEEE, CITESEEN)(*為通訊作者)
• Abdulbaki Aydin*;William Eiers;Lucas Bang;Tegan Brennan;Miroslav Gavrilov;Tevfik Bultan*;Fang Yu, 2018.07, 'Parameterized Model Counting for String and Numeric Constraints, ' The 26th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE), ACM SIGSOFT.(ACM, DBLP, IEEE, CITESEEN)(*為通訊作者)
• Hung-En Wang;Shih-Yu Chen;Fang Yu*;Jie-Hong R. Jiang*, 2018.07, 'A Symbolic Model Checking Approach to the Analysis of String and Length Constraints, ' The 33rd ACM/IEEE International Conference on Automated Software Engineering (ASE ’18), ACM SIGSOFT.(ACM, DBLP, IEEE, CITESEEN)(*為通訊作者)
• Chia-Lun Lee*;Shun-Wen Hsiao;Fang Yu*, 2018.04, 'Biparti Majority Learning with Tensors, ' IEEE BigData Congress 2018, IEEE.(ACM, DBLP, IEEE)(*為通訊作者)
• Chun-Han Lin;Fang Yu*;Jie-Hong Jiang;Tevfik Bultan, 2018.01, 'Static Detection of API Call Vulnerabilities in iOS Executables, ' The 40th International Conference on Software Engineering (ICSE 2018), IEEE Computer Society and ACM SIGSOFT.(ACM, DBLP, IEEE, CITESEEN)(*為通訊作者)
• Shin-Yin Huang*;Ya-Yun Prng;Fang Yu, 2017.09, 'A Parallel Majority Learning Algorithm for Anomaly Detection, ' the 3rd IEEE International Conference on Big Data Intelligence and Computing (IEEE DataCom 2017), IEEE Computer Society.(DBLP, IEEE, CITESEEN)(*為通訊作者)
• Chui-Hui Chiu*;Jin-Jie Chen;Fang Yu*, 2017.05, 'An Effective Distributed GHSOM Algorithm for Unsupervised Clustering on Big Data, ' The 6th 2017 IEEE International Congress on Big Data (BigData Congress 2017), IEEE Computer Society's Technical Committee on Services Computing.(DBLP, IEEE)(*為通訊作者)
• Chiao-Yi Cheng*;Yao-Hung Lin;Fang Yu*, 2017.05, 'Adaptive Social Network Services: The Practice of 9EMBA.COM, ' IEEE Proceedings of the 1st IEEE International Conference on Edge Computing, IEEE Computer Society's Technical Committee on Services Computing.(DBLP, IEEE)(*為通訊作者)
• Chun-chi Hsu*;Yuan-ting Fang;Fang Yu*, 2017.05, 'Content-sensitive Data Compression for IoT Streaming Services, ' 2nd IEEE International Congress on Internet of Things, IEEE Computer Society's Technical Committee on Services Computing.(DBLP, IEEE)(*為通訊作者)
• Hsuan-Kai Chu*;Wan-Ping Chen;Fang Yu*, 2016.05, 'Simulating Time-Varying Demand Services with Queuing Models, ' the 13th IEEE International Conference on Services Computing, IEEE Service Society.(DBLP, IEEE, CITESEEN)(*為通訊作者)
• Fang Yu*;Ching-Yuan Shueh;Chun-Han Lin;Yu-Fang Chen;Bow-Yaw Wang;Tevfik Bultan, 2016.04, 'Optimal Sanitization Synthesis for Web Application Vulnerability Repair, ' ACM SIGSOFT the 2016 International Symposium on Software Testing and Analysis, ACM SIGSOFT.(SCIE, ACM, DBLP, IEEE)(*為通訊作者)
• Jin-jie Chen*;Fang Yu*, 2016.04, 'Gnafuy: A Framework for Ubiquitous Mobile Computation, ' the 9th IEEE International Conference on Cloud Computing, IEEE Service Society.(ACM, DBLP, IEEE)(*為通訊作者)
• Zih-Ruei Fang*;Shu-Wei Huang;Fang Yu*, 2016.04, 'AppReco: Behavior-aware Recommendation for iOS Mobile Applications, ' the 23rd IEEE International Conference on Web Services, IEEE Service Society.(ACM, DBLP, IEEE)(*為通訊作者)
• Hung-En Wang;Tzung-Lin Tsai;Chun-Han Lin;Fang Yu;Jie-Hong Jiang, 2016.04, 'String Analysis via Automata Manipulation with Logic Circuit Representation, ' the 28th International Conference on Computer Aided Verification, University of Toronto.(ACM, DBLP, IEEE)
• Yen-Han Li;Yeu-Ruey Tzeng;Fang Yu*, 2015.09, 'VISO: Characterizing Malicious Behaviors of Virtual Machines With Unsupervised Clustering, ' IEEE the 7th International Conference on Cloud Computing Technology and Science (IEEE CloudCom), Institute of Electrical and Electronics Engineers (IEEE), the Cloud Computing Association.(ACM, DBLP, IEEE, CITESEEN)(*為通訊作者)
• Chun-Han Lin*;Pei-Yu Sun;Fang Yu*, 2015.05, 'Space Connection: A New 3D Tele-Immersion Platform for Web-based Gesture-collaborative Games and Services, ' 4th International Workshop on Games and Software Engineering in conduction with the 37th International Conference on Software Engineering, IEEE Computer Society and ACM SIGSOFT.(ACM, DBLP, IEEE)(*為通訊作者)
• Fang Yu*;Yi-Young Toung, 2013.09, 'Patcher: An Online Service for Detecting, Viewing and Patching Web Application Vulnerabilities, ' Hawaii International Conference on System Sciences (HICSS), University of Hawaii.(*為通訊作者)
• Fang Yu*;Sheng-Wei Lee, 2013.09, 'Securing KVM-based Cloud Systems via Virtualization Introspection, ' HAWAII INTERNATIONAL CONFERENCE ON SYSTEM SCIENCES (HICSS 47), University of Hawai''i at Manoa.(DBLP, IEEE)(*為通訊作者)
• Fang Yu*;Yuan-Chieh Lee;Steven Tai;Wei-Shao Tang, 2013.05, 'AppBeach: Characterizing App Behaviors via Static Binary Analysis, ' IEEE 2nd International Conference on Mobile Services, IEEE Computer Society''s Technical Committee on Services Computing.(*為通訊作者)
• Wenhui Wu;Daniel Yuh Chao;Fang Yu*, 2013.05, 'A Control Policy for Gamma-Nets without Reachability Analysis and Siphon Enumeration, ' The 9th annual IEEE International Conference on Automation Science and Engineering (IEEE CASE 2013), IEEE Robotics and Automation Society (RAS).(*為通訊作者)
• Fang Yu*;Yat-Wah Wan;Rua-Huan Tsaih, 2013.04, 'Quantitative Analysis of Cloud-based Streaming Services, ' 10th International Conference on Services Computing, IEEE Computer Society''s Technical Committee on Services Computing.(*為通訊作者)
• Fang Yu*;Hsin-YinHuang;Li-Ching Chiou;Rua-Huan Tsaih, 2013.04, 'Clustering iOS executable using self-organizing maps, ' The 2013 International Joint Conference on Neural Networks, International Neural Network Society (INNS).(*為通訊作者)
• Hsin-Yin Huang;Rua-Huan Tsaih*;Fang Yu, 2012.11, 'The Dual Approach for Decision Making, ' The 2012 DSI Annual Meeting, Decision Science Institute (DSI).(DSI proceedings)(*為通訊作者)
• Daniel Y. Chao;Jiun-Ting Chen;Fang Yu*, 2012.05, 'Enumeration of Reachable and Other States of Simple Version of Systems of Simple Sequential Processes with Resources (S3PR), ' The 21th IEEE International Symposium on Industrial Electronics, IEEE.(DBLP, IEEE)(*為通訊作者)
• Daniel Y. Chao*;Fang Yu, 2011.11, 'Number of Reachable States for Simple classes of Petri Nets, ' IECON 2011 - 37th Annual Conference on IEEE Industrial Electronics Society, IEEE IES, pp.3788-3791.(IEEE)(*為通訊作者)
• Farn Wang*;Chung-Hao Huang;Fang Yu, 2011.09, 'A Temporal Logic for the Interaction of Strategies, ' the 22nd International Conference on Concurrency Theory.(ACM, DBLP, IEEE, CITESEEN)(*為通訊作者)
• Fang Yu*;Tevfik Bultan;Ben Hardekopf, 2011.07, 'String Abstractions for String Verification, ' LNCS.(DBLP)(*為通訊作者)
• Fang Yu*;Muath Alkhalaf;Tevfik Bultan, 2011.05, 'Patching Vulnerabilities with Sanitization Synthesis, ' The 33rd International Conference on Software Engineering (ICSE), ACM SIGSOFT.(ACM, DBLP, IEEE)(*為通訊作者)
• Fang Yu*;Tevfik Bultan;Oscar H. Ibarra, 2010.08, 'Relational String Verification Using Multi-track Automata, ' 15th International Conference on Implementation and Application of Automata.(DBLP, LNCS)(*為通訊作者) 參考連結
• Tevfik Bultan;Fang Yu;Aysu Betin Can, 2010.08, 'Modular Verification of Synchronization with Reentrant Locks, ' the IEEE/ACM 8th International Conference on Formal Methods and Models for Codesign.(ACM, IEEE)
• Fang Yu*;Muath Alkhalaf;Tevfik Bultan, 2010.03, 'Stranger: An Automata-based String Analysis Tool for PHP, ' the 16th International Conference on Tools and Algorithms for the Construction and Analysis of Systems, The European Joint Conferences on Theory and Practice of Software (ETAPS).(ACM, DBLP, IEEE)(*為通訊作者)
• Fang Yu*;Muath Alkhalaf;Tevfik Bultan, 2009.11, 'Generating Vulnerability Signatures for String Manipulating Programs Using Automata-based Forward and Backward Symbolic Analyses, ' the 24th IEEE/ACM International Conference on Automated Software Engineering.(ACM, IEEE)(*為通訊作者)
• Fang Yu*;Tevfik Bultan;Oscar H. Ibarra, 2009.03, 'Symbolic String Verification: Combining String Analysis and Size Analysis, ' the 15th International Conference on Tools and Algorithms for the Construction and Analysis of Systems.(ACM, DBLP, IEEE)(*為通訊作者)
• Fang Yu*;Chao Wang;Aarti Gupta;Tevfik Bultan, 2008.11, 'Modular Verification of Web Services Using Efficient Symbolic Encoding and Summarization, ' the 16th ACM SIGSOFT International Symposium on Foundations of software engineering, ACM SIGSOFT.(ACM, DBLP, IEEE)(*為通訊作者)
• Fang Yu*;Tevfik Bultan;Oscar H. Ibarra, 2008.08, 'Symbolic String Verification: An Automata-based Approach, ' the 15th International SPIN Workshop on Model Checking of Software, UCLA.(DBLP)(*為通訊作者)
• Fang Yu*;Tevfik Bultan;Erik Peterson, 2007.09, 'Automated Size Analysis for OCL, ' the 6th joint meeting of the European software engineering conference and the ACM SIGSOFT symposium on The foundations of software engineering, ACM SIGSOFT, pp.331-340.(ACM, DBLP)(*為通訊作者)

專書

• Tevfik Bultan*;Fang Yu*;Muath Alkhalaf*;Aydin Abdulbaki*, 2017.12, 'String Analysis for Software Verification and Security, ' Springer International Publishing.(*為通訊作者)

專書篇章

• Fang Yu*, 2016.01, 'Investigating Security Mechanisms for ICT-enabled Services of the National Palace Museum, ' Managing Innovation and Cultural Management in the Digital Era: The Case of the National Palace Museum, Routledge, pp.200-221.(*為通訊作者)

校內本職

• 職稱
• 部門/系所
• 擔任職務
• 起迄年月

• 副教授
• 資訊管理學系
• 2014年03月 ~

• 職稱
• 部門/系所
• 擔任職務
• 起迄年月

• 助理教授
• 資訊管理學系
• 2010年08月 ~ 2014年03月