實驗室成員
實驗室成員
SOftware SECURITY LAbORATORY
DEPT. of MIS, National Chengchi University
Fang Yu (郁方) is an Associate Professor in the Department of Management Information Systems at National Chengchi University. He was an Assistant Professor in 2010-2014. He received his PhD degree and the 2010 outstanding dissertation award in Computer Science from University of California, Santa Barbara. His research interests broadly span software verification, security, string analysis, distributed computation, and neural networks and unsupervised learning. He served the program committee of ACM/IEEE ICSE (poster), ACM LCTES, IEEE CloudCom, IEEE SCC, IEEE BigData, ATVA, LATA, ICTSS, NETYS, TCSE and co-chaired Infinity 2011. He reviewed papers for IEEE TSE, ACM TOSEM, TACAS, etc. He also served the associate editor of PACIS 2020 and 2021 (security and privacy track), the associate editor of MIS Review since 2018 , and the executive editor of International Journal of Information and Computer Security in 2014-2015. He was the associate research scientist of the DARPA project during the visit to VLab@UCSB in 2016.
Faculty
Students
---------------------------------------------------
Graduate Students:
陳彥邦 Master
Watermark on LLM Models
陳卉縈 Master
LLM Model Evaluation
---------------------------------------------------
林子安, 陳奕利, 游喬茵, 劉祐辰, 林致愷
Senior, MIS, NCCU
Federated LLM Training
沈倢妤, 李苡辰, 林耘熙, 楊易勳, 湯晴羽
Senior, MIS, NCCU
AI on Collaborative Rental Service
---------------------------------------------------
Past Students:
蔣其叡 Master
MIS, NCCU, 2024
Dynamic concolication for deep neural network testing
施瑋昱 Master
MIS, NCCU, 2024
Concolic Testing on Quantitated Neural Network
汪妤 Master
MIS, NCCU, 2024
Concolic Testing on Transformer Networks
黃名儀 Master
MIS, NCCU, 2024
Concolic Testing on Individual Fairness Checking
宋吟軒 Master (Co-advised with Prof. Chien)
MIS, NCCU, 2024
崇越論文大賞佳作
AI versus Crowd-based E-Commerce Recommendations
Under Different Levels of Transparency
陳彥維 Master (Co-advised with Prof. Chien)
MIS, NCCU, 2024
富邦碩士論文獎佳作
Advancing Recommendation Systems through Human-in-the-Loop
and Explanable AI
郭丞堯 Master
MIS, NCCU, 2023
Poisoned Defense on Deepfake Attacks
紀亞妤 Master
MIS, NCCU, 2023
Concolic Testing on RNN/LSTM Networks
黃舜硯 Master
MIS, NCCU, 2023
Nature Attack and Defense on CodeBert
林苡晴 Master
MIS, NCCU, 2023
DeepSHAP Summary for Adversarial Example Detection
胡育騏 Master
MIS, NCCU, 2023
Controllable Robustness Training
陳宜莉 Master
MIS, NCCU, 2023
Badminton Winner Strategy Synthesis based on
Player Court Movement
溫上蓉 Master
MIS, NCCU, 2022
CRISPR Genome Clustering and Visualization
藍加良Master
MIS, NCCU, 2022
Information Leakage on Python Runtime Execution
林子翔 Master
MIS, NCCU, 2022
DEFIC: Defensive Invisibility Cloak on Reconnaissance Attack
楊程鈞 Master (Co-advised with Prof. Chien)
MIS, NCCU, 2022
NCCU Best Master Thesis Award/富邦碩士論文獎優選
Explainable Learning on Fake News Detection
陳怡君 Master
MIS, NCCU, 2021
Differential Analysis on Adversarial Neural Network Executions
朱芳葶 Master
MIS, NCCU, 2021
Modifiable Smart Contract on Insurance and Investment Services
詹語昕 Master
MIS, NCCU, 2021
Symbolic Path Constraint Generation on Python Opcode
林郁豪 Master (Co-advised with Prof. Hsiao),
MIS, NCCU, 2020
Instruction-level Python Profiling for Neural Network
Performance Evaluation
林韋廷 Master (Co-advised with Prof. Hsiao),
MIS, NCCU, 2020
Run-time Hook on Block Chain and Smart Contract Systems
許甄珉 Master, MIS, NCCU, 2020
Intelligent E-Learning Systems with Unsupervised Phase
Partition and Discrete Sequence Synthesis
彭旻浩 Master, MIS, NCCU, 2020
Gas Vulnerability Detection on Smart Contracts
黃存宇 Master, MIS, NCCU, 2019
Static Advertisement Fraud Detection on iOS Executables
翁健豪 Master, MIS, NCCU, 2019
CycleCooperNet: Cooperative learning neural networks
for Image Transformation
田韻杰 Master, MIS, NCCU, 2019
HiSeqGAN: Hierarchical Sequence Synthesis and Prediction
劉 礫 Master (Co-advised with Prof. Hsiao)
MIS, NCCU, 2019
Modifiable Smart Contracts
李佳倫 Master, MIS, NCCU, 2019
Bipartite Majority Learning with Tensors
方元廷 Master, MIS, NCCU, 2018
Symbolic Execution on Python Opcode
黃仲瑀 Master, MIS, NCCU, 2018
Static Stack Overflow Detection on Smart Contracts
林登庸 Master, MIS, NCCU, 2018
Tracking Supply Chain Process Variability
劉其峰 Master, MIS, NCCU, 2018
Malware Family Characterization
林君翰 Master, MIS, NCCU, 2018
Binflow: Precise Control Flow Graph Construction of
iOS Executable
王韋仁 Master, MIS, NCCU, 2017
AppScan: Analyzing Deprecated API Usage
of iOS Mobile Applications
鄭巧翊 Master, MIS, NCCU, 2017
Adaptive Social Network
邱垂輝 Master, MIS, NCCU, 2017
Distributed Unsupervised Clustering for VM-based
Malware Detection
許峻基 Master, MIS, NCCU, 2017
Content-Sensitive Streaming Services for IOT
Applications
方子睿 Master, MIS, NCCU, 2016
AppReco: Behavior-aware Mobile Application Recommendation
黃書韋 Master, MIS, NCCU, 2016
AppCat: Characterizing Emotions of Mobile Application Reviews
陳晉杰 Master, MIS, NCCU, 2016
Gnafuy: Ubiquitous Mobile Computation
褚宣凱 Master, MIS, NCCU, 2016
(co-advised with Prof. Rua-Huan Tsaih)
Simulating Time-Varying Demand Services with Queuing Models
李彥亨 Master (co-advised with Prof. Rua-Huan Tsaih), MIS, NCCU, 2015
Enhancing OpenStack Cloud Security with Virtual Machine Introspection and Artificial Intelligence
彭雅筠 Master (co-advised with Prof. Rua-Huan Tsaih), MIS, NCCU, 2015
Rule Synthesis for Malicious Behavior Detection
李聖瑋 Master, MIS, NCCU, 2015
Securing KVM-based Cloud Systems via Virtualization Introspection
林羽真 Master, MIS, NCCU, 2015
Digital Content Authorization with Invisible Watermarking
薛慶源 Master, MIS, NCCU, 2014
Patching Web Application Vulnerabilities with Optimal Word Correction Algorithms
邱莉晴 Master, MIS, NCCU, 2014
Iterative Clustering on Behaviors of App Executables
戴睿宸 (Steven Tai) Master, MIS, NCCU, 2014
Distributed Call Sequence Counting on iOS Executable
董亦揚 (Yi-Young Tung) Master, MIS, NCCU, 2013
Visualizing Web Application Vulnerabilities
楊子諒 Master, MIS, NCCU (co-advised with Prof. Rua-Huan Tsaih), 2012
iPalace Video Channel: The Service and Its Implementation
---------------------------------------------------
109 Project Students: the First Place Winner of the MIS Project Competition (MIS Track)
謝怡庭, 練家辰, 蔡旻桓, 劉承翰, 莊芷芸
Imagicnation: Generative Story Telling Kingdom
---------------------------------------------------
109 Project Students: the First Place Winner of the MIS Project Competition (Tech Track)
林家誠, 林慧娟, 江翊瑄, 蘇希輔, 黃蘊慈
TransVoxia: Generative Speech Translation
---------------------------------------------------
108 Project Students: the First Place Winner of the MIS Project Competition
錢雨杭, 許皓崴, 姜志榮, 廖宜誠, 羅子堯
Video Learning on Badminton Games
---------------------------------------------------
107 Project Students: the Second Place Winner of the MIS Project Competition
詹筑婷, 陳昱臻, 夏秋如, 尹可親
SALVAGER:Testament of Digital Assets on Smart Contracts
---------------------------------------------------
106 Project Students: the MOST Undergraduate Student Grants
簡巧恩,林彥彤,郭承堯,潘躍升,張博仁
The AI Education Platform
---------------------------------------------------
105 Project Students: the First Place Winner of the MIS Project Competition
孫和湉, 彭詠惟, 蘇祐陞, 王躍馨, 許雲輔
Virtual Reality Learning on Chemistry Equations
---------------------------------------------------
104 Project Students: the Most-People-Like Winner of the MIS Project Competition
鍾佩婷, 劉紘齊, 黃宜珮, 李沛宸, 劉禹寬
InterFanG: A Social Media Platform for International Exchange Students
---------------------------------------------------
103 Project Students: the Third Place Winner of the MIS Project Competition
黃建翰, 彭旻浩, 林晏竹, 鍾妘
FANGZ: A Real-time Estate Streaming Service
--------------------------------------------------
102 Project Students: the Third Place Winner of the MIS Project Competition
田韻杰, 林均泰, 沈玟瑄, 林韋廷, 黃存宇
FANGO:FAcebook aNd GOogle Integration with Distributed Mobile Content Crawlers
---------------------------------------------------
101 Project Students: the Second Place Winner of the MIS Project Competition
張詠言, 劉其峰, 吳恆毅, 高楷熙, 陳彥達, MIS, NCCU
ARC: Advertisements aRe Charity
---------------------------------------------------
100 Project Students: the First Prize Winner of the MIS Project Competition
APICTA 2014 Merit Award
林君翰, 孫佩瑜, 何健熾, 林賢偉, MIS, NCCU
Sensing Gesture for Space Connection
---------------------------------------------------
99 Project Students: the Third Place Winner of the MIS Project Competition
唐維佋, 蔡蔚民, 方子睿, 李國揚 MIS, NCCU
TripTown: Your Journey , Steps Away.
---------------------------------------------------
98 Project Students: the First Prize Winner of the MIS Project Competition
陳庭陽, 李元傑, 陳宣佑, 蕭凱中, 沈顥文, MIS, NCCU
Mobilize Information: a Service Platform for Localized Information Exchange
---------------------------------------------------
謝怡庭 MIS, NCCU (the 111 MOST Under-graduate Research Project)
The Kingdom of Generative Story Telling
錢雨杭 MIS, NCCU (the 110 MOST Under-graduate Research Project)
Video Learning on Badminton Games
郭丞堯 MIS, NCCU (the 108 MOST Under-graduate Research Project)
AI Education Platform
林彥彤 MIS, NCCU (the 108 MOST Under-graduate Research Project)
Webpage Style Transformation and Detection
彭詠惟 MIS, NCCU (the 107 MOST Under-graduate Research Project)
Virtual Reality Learning
林均泰 MIS, NCCU (the 105 MOST Under-graduate Research Project)
Ubiquitous Content Crawler
孫佩瑜 MIS, NCCU (the 103 MOST Under-graduate Research Project)
Space Connection: A Web-based Gesture Sensing Platform and its Applications
唐維佋 MIS, NCCU (the 102 MOST Under-graduate Research Project)
Hiding Code in Digital Contents: from Passive Authentication to Active Executions
林怡安 MIS, NCCU (the 102 MOST Under-graduate Research Project, the winner of the MOST Innovative Research Award)
Tracking Runtime Executions of Android Mobile Applications
李元傑 Senior, MIS, NCCU (the 101 NSC Under-graduate Research Project)
Static Analysis on iOS Mobile Applications
---------------------------------------------------
Alumni:
邱鈺雯 Senior, MIS, NCCU
曾柏崴 Senior, MIS, NCCU
張家閩 Senior, MIS, NCCU
張子豪 Senior, MIS, NCCU
顏逸鈞 Senior, MIS, NCCU
吳威翰 Senior, MIS, NCCU
梁瑞君 Senior, MIS, NCCU