Hsinchun Chen

ORCID

Publication Activity (10 Years)

Years Active: 1987-2024
Publications (10 Years): 128

Top Venues

Publications

Benjamin Ampel, Sagar Samtani, Hongyi Zhu, Hsinchun Chen
Creating Proactive Cyber Threat Intelligence with Hacker Exploit Labels: A Deep Transfer Learning Approach. MIS Q. 48 (1) (2024)
Mark W. Patton, Hsinchun Chen, Sagar Samtani, Hongyi Zhu
Introduction to the Minitrack on Cybersecurity in the Age of Artificial Intelligence, AI for Cybersecurity, and Cybersecurity for AI. HICSS (2024)
Steven Ullman, Benjamin M. Ampel, Sagar Samtani, Shanchieh Yang, Hsinchun Chen
Workshop on Artificial Intelligence-enabled Cybersecurity Analytics. KDD (2024)
Benjamin M. Ampel, Sagar Samtani, Hongyi Zhu, Hsinchun Chen, Jay F. Nunamaker Jr.
Improving Threat Mitigation Through a Cybersecurity Risk Management Framework: A Computational Design Science Approach. J. Manag. Inf. Syst. 41 (1) (2024)
Brian Etter, James Lee Hu, Mohammedreza Ebrahimi, Weifeng Li, Xin Li, Hsinchun Chen
Evading Deep Learning-Based Malware Detectors via Obfuscation: A Deep Reinforcement Learning Approach. CoRR (2024)
Fang Yu Lin, Laura Brandimarte, Sue Brown, Hsinchun Chen
Examining the Effect of Personalized PII Exposure Alerts on Individuals' Privacy Protection Motivation. MIPRO (2024)
Shuo Yu, Yidong Chai, Sagar Samtani, Hongyan Liu, Hsinchun Chen
Motion Sensor-Based Fall Prevention for Senior Care: A Hidden Markov Model with Generative Adversarial Network Approach. Inf. Syst. Res. 35 (1) (2024)
Sagar Samtani, Shanchieh Yang, Hsinchun Chen
The 3rd Workshop on Artificial Intelligence-enabled Cybersecurity Analytics. KDD (2023)
Benjamin Ampel, Tala Vahedi, Sagar Samtani, Hsinchun Chen
Mapping Exploit Code on Paste Sites to the MITRE ATT&CK Framework: A Multi-label Transformer Approach. ISI (2023)
Brian Etter, James Lee Hu, Mohammadreza Ebrahimi, Weifeng Li, Xin Li, Hsinchun Chen
Evading Deep Learning-Based Malware Detectors via Obfuscation: A Deep Reinforcement Learning Approach. ICDM (2023)
Mohammadreza Ebrahimi, Yidong Chai, Hao Helen Zhang, Hsinchun Chen
Heterogeneous Domain Adaptation With Adversarial Neural Representation Learning: Experiments on E-Commerce and Cybersecurity. IEEE Trans. Pattern Anal. Mach. Intell. 45 (2) (2023)
Benjamin M. Ampel, Chi-Heng Yang, James Lee Hu, Hsinchun Chen
Large Language Models for Conducting Advanced Text Analytics Information Systems Research. CoRR (2023)
Brian Etter, James Lee Hu, Mohammadreza Ebrahimi, Weifeng Li, Xin Li, Hsinchun Chen
Evading Deep Learning-Based Malware Detectors via Obfuscation: A Deep Reinforcement Learning Approach. ICDM (Workshops) (2023)
Sagar Samtani, Hongyi Zhu, Balaji Padmanabhan, Yidong Chai, Hsinchun Chen, Jay F. Nunamaker Jr.
Deep Learning for Information Systems Research. J. Manag. Inf. Syst. 40 (1) (2023)
Benjamin Ampel, Kaeli Otto, Sagar Samtani, Hsinchun Chen
Disrupting Ransomware Actors on the Bitcoin Blockchain: A Graph Embedding Approach. ISI (2023)
Benjamin Ampel, Yang Gao, James Lee Hu, Sagar Samtani, Hsinchun Chen
Benchmarking the Robustness of Phishing Email Detection Systems. AMCIS (2023)
Ning Zhang, Mohammadreza Ebrahimi, Weifeng Li, Hsinchun Chen
Counteracting Dark Web Text-Based CAPTCHA with Generative Adversarial Learning for Proactive Cyber Threat Intelligence. ACM Trans. Manag. Inf. Syst. 13 (2) (2022)
James Lee Hu, Mohammadreza Ebrahimi, Weifeng Li, Xin Li, Hsinchun Chen
Multi-view Representation Learning from Malware to Defend Against Adversarial Variants. CoRR (2022)
Mohammadreza Ebrahimi, Yidong Chai, Hao Helen Zhang, Hsinchun Chen
Heterogeneous Domain Adaptation with Adversarial Neural Representation Learning: Experiments on E-Commerce and Cybersecurity. CoRR (2022)
Ning Zhang, Mohammadreza Ebrahimi, Weifeng Li, Hsinchun Chen
Counteracting Dark Web Text-Based CAPTCHA with Generative Adversarial Learning for Proactive Cyber Threat Intelligence. CoRR (2022)
James Lee Hu, Mohammadreza Ebrahimi, Weifeng Li, Xin Li, Hsinchun Chen
Multi-view Representation Learning from Malware to Defend Against Adversarial Variants. ICDM (Workshops) (2022)
Xin Li, Hsinchun Chen, Zan Huang, Hua Su, Jesse D. Martinez
Global Mapping of Gene/Protein Interactions in PubMed Abstracts: A Framework and an Experiment with P53 Interactions. CoRR (2022)
Bo Wen, Paul Jen-Hwa Hu, Mohammadreza Ebrahimi, Hsinchun Chen
Key Factors Affecting User Adoption of Open-Access Data Repositories in Intelligence and Security Informatics: An Affordance Perspective. ACM Trans. Manag. Inf. Syst. 13 (1) (2022)
Xin Li, Hsinchun Chen, Jiexun Li, Zhu Zhang
Gene Function Prediction with Gene Interaction Networks: A Context Graph Kernel Approach. CoRR (2022)
Sagar Samtani, Gang Wang, Ali Ahmadzadeh, Arridhana Ciptadi, Shanchieh Yang, Hsinchun Chen
ACM KDD AI4Cyber/MLHat: Workshop on AI-enabled Cybersecurity Analytics and Deployable Defense. KDD (2022)
Mohammadreza Ebrahimi, Yidong Chai, Sagar Samtani, Hsinchun Chen
Cross-Lingual Cybersecurity Analytics in the International Dark Web with Adversarial Deep Representation Learning. MIS Q. 46 (2) (2022)
Sagar Samtani, Yidong Chai, Hsinchun Chen
Linking Exploits from the Dark Web to Known Vulnerabilities for Proactive Cyber Threat Intelligence: An Attention-Based Deep Structured Semantic Model. MIS Q. 46 (2) (2022)
MohammadReza Ebrahimi, Weifeng Li, Yidong Chai, Jason Pacheco, Hsinchun Chen
An Adversarial Reinforcement Learning Framework for Robust Machine Learning-based Malware Detection. ICDM (Workshops) (2022)
Sagar Samtani, Hsinchun Chen, Murat Kantarcioglu, Bhavani Thuraisingham
Explainable Artificial Intelligence for Cyber Threat Intelligence (XAI-CTI). IEEE Trans. Dependable Secur. Comput. 19 (4) (2022)
Benjamin Ampel, Sagar Samtani, Steven Ullman, Hsinchun Chen
Linking Common Vulnerabilities and Exposures to the MITRE ATT&CK Framework: A Self-Distillation Approach. CoRR (2021)
Yizhi Liu, Fang Yu Lin, Mohammadreza Ebrahimi, Weifeng Li, Hsinchun Chen
Automated PII Extraction from Social Media for Raising Privacy Awareness: A Deep Transfer Learning Approach. CoRR (2021)
Mohammadreza Ebrahimi, Jason Pacheco, Weifeng Li, James Lee Hu, Hsinchun Chen
Binary Black-Box Attacks Against Static Malware Detectors with Reinforcement Learning in Discrete Action Spaces. SP Workshops (2021)
Hongyi Zhu, Sagar Samtani, Randall A. Brown, Hsinchun Chen
A Deep Learning Approach for Recognizing Activity of Daily Living (ADL) for Senior Care: Exploiting Interaction Dependency and Temporal Patterns. MIS Q. 45 (2) (2021)
Benjamin Ampel, Hsinchun Chen
Distilling Contextual Embeddings Into A Static Word Embedding For Improving Hacker Forum Analytics. ISI (2021)
James Lee Hu, Mohammadreza Ebrahimi, Hsinchun Chen
Single-Shot Black-Box Adversarial Attacks Against Malware Detectors: A Causal Language Model Approach. CoRR (2021)
Shuo Yu, Yidong Chai, Hsinchun Chen, Randall A. Brown, Scott J. Sherman, Jay F. Nunamaker Jr.
Fall Detection with Wearable Sensors: A Hierarchical Attention-based Convolutional Neural Network Approach. J. Manag. Inf. Syst. 38 (4) (2021)
Sagar Samtani, Murat Kantarcioglu, Hsinchun Chen
A Multi-Disciplinary Perspective for Conducting Artificial Intelligence-enabled Privacy Analytics: Connecting Data, Algorithms, and Systems. ACM Trans. Manag. Inf. Syst. 12 (1) (2021)
Yizhi Liu, Fang Yu Lin, Mohammadreza Ebrahimi, Weifeng Li, Hsinchun Chen
Automated PII Extraction from Social Media for Raising Privacy Awareness: A Deep Transfer Learning Approach. ISI (2021)
Kaeli Otto, Benjamin Ampel, Sagar Samtani, Hongyi Zhu, Hsinchun Chen
Exploring the Evolution of Exploit-Sharing Hackers: An Unsupervised Graph Embedding Approach. ISI (2021)
Sagar Samtani, Shanchieh Yang, Hsinchun Chen
ACM KDD AI4Cyber: The 1st Workshop on Artificial Intelligence-enabled Cybersecurity Analytics. KDD (2021)
James Lee Hu, Mohammadreza Ebrahimi, Hsinchun Chen
Single-Shot Black-Box Adversarial Attacks Against Malware Detectors: A Causal Language Model Approach. ISI (2021)
Qing Li, Jinghua Tan, Jun Wang, Hsinchun Chen
A Multimodal Event-Driven LSTM Model for Stock Prediction Using Online News. IEEE Trans. Knowl. Data Eng. 33 (10) (2021)
Tala Vahedi, Benjamin Ampel, Sagar Samtani, Hsinchun Chen
Identifying and Categorizing Malicious Content on Paste Sites: A Neural Topic Modeling Approach. ISI (2021)
Faizan Ahmad, Ahmed Abbasi, Jingjing Li, David G. Dobolyi, Richard G. Netemeyer, Gari D. Clifford, Hsinchun Chen
A Deep Learning Architecture for Psychometric Natural Language Processing. ACM Trans. Inf. Syst. 38 (1) (2020)
Yizhi Liu, Fang Yu Lin, Zara Ahmad-Post, Mohammadreza Ebrahimi, Ning Zhang, James Lee Hu, Jingyu Xin, Weifeng Li, Hsinchun Chen
Identifying, Collecting, and Monitoring Personally Identifiable Information: From the Dark Web to the Surface Web. ISI (2020)
Sagar Samtani, Hongyi Zhu, Hsinchun Chen
Proactively Identifying Emerging Hacker Threats from the Dark Web: A Diachronic Graph Embedding Framework (D-GEF). ACM Trans. Priv. Secur. 23 (4) (2020)
Mohammadreza Ebrahimi, Sagar Samtani, Yidong Chai, Hsinchun Chen
Detecting Cyber Threats in Non-English Hacker Forums: An Adversarial Cross-Lingual Knowledge Transfer Approach. SP Workshops (2020)
Sagar Samtani, Hongyi Zhu, Balaji Padmanabhan, Yidong Chai, Hsinchun Chen
Deep Learning for Information Systems Research. CoRR (2020)
Mandy Yan Dang, Gavin Yulei Zhang, Susan A. Brown, Hsinchun Chen
Examining the impacts of mental workload and task-technology fit on user acceptance of the social media search system. Inf. Syst. Frontiers 22 (3) (2020)
Steven Ullman, Sagar Samtani, Ben Lazarine, Hongyi Zhu, Benjamin Ampel, Mark W. Patton, Hsinchun Chen
Smart Vulnerability Assessment for Scientific Cyberinfrastructure: An Unsupervised Graph Embedding Approach. ISI (2020)
Michael Chau, Tim M. H. Li, Paul W. C. Wong, Jennifer J. Xu, Paul Siu Fai Yip, Hsinchun Chen
Finding People with Emotional Distress in Online Social Media: A Design Combining Machine Learning and Rule-Based Classification. MIS Q. 44 (2) (2020)
Ben Lazarine, Sagar Samtani, Mark W. Patton, Hongyi Zhu, Steven Ullman, Benjamin Ampel, Hsinchun Chen
Identifying Vulnerable GitHub Repositories and Users in Scientific Cyberinfrastructure: An Unsupervised Graph Embedding Approach. ISI (2020)
Benjamin Ampel, Sagar Samtani, Hongyi Zhu, Steven Ullman, Hsinchun Chen
Labeling Hacker Exploits for Proactive Cyber Threat Intelligence: A Deep Transfer Learning Approach. ISI (2020)
Mohammadreza Ebrahimi, Jay F. Nunamaker Jr., Hsinchun Chen
Semi-Supervised Cyber Threat Identification in Dark Net Markets: A Transductive and Deep Learning Approach. J. Manag. Inf. Syst. 37 (3) (2020)
Fang Yu Lin, Yizhi Liu, Mohammadreza Ebrahimi, Zara Ahmad-Post, James Lee Hu, Jingyu Xin, Sagar Samtani, Weifeng Li, Hsinchun Chen
Linking Personally Identifiable Information from the Dark Web to the Surface Web: A Deep Entity Resolution Approach. ICDM (Workshops) (2020)
Shan Jiang, Hsinchun Chen
Corrections to "NATERGM: A Model for Examining the Role of Nodal Attributes in Dynamic Social Media Networks". IEEE Trans. Knowl. Data Eng. 32 (12) (2020)
Ning Zhang, Mohammadreza Ebrahimi, Weifeng Li, Hsinchun Chen
A Generative Adversarial Learning Framework for Breaking Text-Based CAPTCHA in the Dark Web. ISI (2020)
Hongyi Zhu, Sagar Samtani, Hsinchun Chen, Jay F. Nunamaker Jr.
Human Identification for Activities of Daily Living: A Deep Transfer Learning Approach. J. Manag. Inf. Syst. 37 (2) (2020)
Mohammadreza Ebrahimi, Ning Zhang, James Lee Hu, Muhammad Taqi Raza, Hsinchun Chen
Binary Black-box Evasion Attacks Against Deep Learning-based Static Malware Detectors with Adversarial Byte-Level Language Model. CoRR (2020)
Gavin Yulei Zhang, Mandy Yan Dang, Hsinchun Chen
An Explorative Study on the Virtual World: Investigating the Avatar Gender and Avatar Age Differences in their Social Interactions for Help-Seeking. Inf. Syst. Frontiers 22 (4) (2020)
Shan Jiang, Hsinchun Chen
Examining patterns of scientific knowledge diffusion based on knowledge cyber infrastructure: a multi-dimensional network approach. Scientometrics 121 (3) (2019)
Victor A. Benjamin, Joseph S. Valacich, Hsinchun Chen
DICE-E: A Framework for Conducting Darknet Identification, Collection, Evaluation with Ethics. MIS Q. 43 (1) (2019)
Benjamin Ampel, Mark W. Patton, Hsinchun Chen
Performance Modeling of Hyperledger Sawtooth Blockchain. ISI (2019)
Shuo Yu, Hongyi Zhu, Shan Jiang, Yong Zhang, Chunxiao Xing, Hsinchun Chen
Emoticon Analysis for Chinese Social Media and E-commerce: The AZEmo System. ACM Trans. Manag. Inf. Syst. 9 (4) (2019)
Po-Yi Du, Mohammadreza Ebrahimi, Ning Zhang, Hsinchun Chen, Randall A. Brown, Sagar Samtani
Identifying High-Impact Opioid Products and Key Sellers in Dark Net Marketplaces: An Interpretable Text Analytics Approach. ISI (2019)
Yu-Kai Lin, Mingfeng Lin, Hsinchun Chen
Do Electronic Health Records Affect Quality of Care? Evidence from the HITECH Act. Inf. Syst. Res. 30 (1) (2019)
Nolan Arnold, Mohammadreza Ebrahimi, Ning Zhang, Ben Lazarine, Mark W. Patton, Hsinchun Chen, Sagar Samtani
Dark-Net Ecosystem Cyber-Threat Intelligence (CTI) Tool. ISI (2019)
Mandy Yan Dang, Gavin Yulei Zhang, Hsinchun Chen
Adoption of Social Media Search Systems: An IS Success Model Perspective. Pac. Asia J. Assoc. Inf. Syst. 10 (2) (2018)
Shuo Yu, Hsinchun Chen, Randall A. Brown, Scott J. Sherman
Motion Sensor-Based Assessment on Fall Risk and Parkinson's Disease Severity: A Deep Multi-Source Multi-Task Learning (DMML) Approach. ICHI (2018)
Qing Li, Yan Chen, Jun Wang, Yuanzhu Chen, Hsinchun Chen
Web Media and Stock Markets : A Survey and Future Directions from a Big Data Perspective. IEEE Trans. Knowl. Data Eng. 30 (2) (2018)
Shuo Yu, Hsinchun Chen, Randall A. Brown
Hidden Markov Model-Based Fall Detection With Motion Sensor Orientation Calibration: A Case for Real-Life Home Monitoring. IEEE J. Biomed. Health Informatics 22 (6) (2018)
Po-Yi Du, Ning Zhang, Mohammedreza Ebrahimi, Sagar Samtani, Ben Lazarine, Nolan Arnold, Rachael Dunn, Sandeep Suntwal, Guadalupe Angeles, Robert Schweitzer, Hsinchun Chen
Identifying, Collecting, and Presenting Hacker Community Data: Forums, IRC, Carding Shops, and DNMs. ISI (2018)
Ryan Williams, Sagar Samtani, Mark W. Patton, Hsinchun Chen
Incremental Hacker Forum Exploit Collection and Classification for Proactive Cyber Threat Intelligence: An Exploratory Study. ISI (2018)
Hongyi Zhu, Hsinchun Chen, Randall A. Brown
A sequence-to-sequence model-based deep learning approach for recognizing activity of daily living for senior care. J. Biomed. Informatics 84 (2018)
Weifeng Li, Junming Yin, Hsinchun Chen
Supervised Topic Modeling Using Hierarchical Dirichlet Process-Based Inverse Regression: Experiments on E-Commerce Applications. IEEE Trans. Knowl. Data Eng. 30 (6) (2018)
Sagar Samtani, Shuo Yu, Hongyi Zhu, Mark W. Patton, John Matherly, Hsinchun Chen
Identifying SCADA Systems and Their Vulnerabilities on the Internet of Things: A Text-Mining Approach. IEEE Intell. Syst. 33 (2) (2018)
Christopher R. Harrell, Mark W. Patton, Hsinchun Chen, Sagar Samtani
Vulnerability Assessment, Remediation, and Automated Reporting: Case Studies of Higher Education Institutions. ISI (2018)
David Zimbra, Ahmed Abbasi, Daniel Zeng, Hsinchun Chen
The State-of-the-Art in Twitter Sentiment Analysis: A Review and Benchmark Evaluation. ACM Trans. Manag. Inf. Syst. 9 (2) (2018)
Emma McMahon, Mark W. Patton, Sagar Samtani, Hsinchun Chen
Benchmarking Vulnerability Assessment Tools for Enhanced Cyber-Physical System (CPS) Resiliency. ISI (2018)
Mohammadreza Ebrahimi, Mihai Surdeanu, Sagar Samtani, Hsinchun Chen
Detecting Cyber Threats in Non-English Dark Net Markets: A Cross-Lingual Transfer Learning Approach. ISI (2018)
Malaka El, Emma McMahon, Sagar Samtani, Mark W. Patton, Hsinchun Chen
Benchmarking vulnerability scanners: An experiment on SCADA devices and scientific instruments. ISI (2017)
Yu-Kai Lin, Hsinchun Chen, Randall A. Brown, Shu-Hsing Li, Hung-Jen Yang
Healthcare Predictive Analytics for Risk Profiling in Chronic Care: A Bayesian Multitask Learning Approach. MIS Q. 41 (2) (2017)
Yulei Zhang, Yan Dang, Susan A. Brown, Hsinchun Chen
Investigating the impacts of avatar gender, avatar age, and region theme on avatar physical activity in the virtual world. Comput. Hum. Behav. 68 (2017)
Emma McMahon, Ryan Williams, Malaka El, Sagar Samtani, Mark W. Patton, Hsinchun Chen
Assessing medical device vulnerabilities on the Internet of Things. ISI (2017)
Sagar Samtani, Ryan Chinn, Hsinchun Chen, Jay F. Nunamaker Jr.
Exploring Emerging Hacker Assets and Key Hackers for Proactive Cyber Threat Intelligence. J. Manag. Inf. Syst. 34 (4) (2017)
John Grisham, Sagar Samtani, Mark W. Patton, Hsinchun Chen
Identifying mobile malware and key threat actors in online hacker forums for proactive cyber threat intelligence. ISI (2017)
Ryan Williams, Emma McMahon, Sagar Samtani, Mark W. Patton, Hsinchun Chen
Identifying vulnerabilities of consumer Internet of Things (IoT) devices: A scalable approach. ISI (2017)
Wei Shang, Hsinchun Chen, Christine Livoti
Adverse drug reaction early warning using user search data. Online Inf. Rev. 41 (4) (2017)
Ryan Jicha, Mark W. Patton, Hsinchun Chen
Identifying devices across the IPv4 address space. ISI (2016)
Shuo Yu, Hsinchun Chen
Fall Detection with Orientation Calibration Using a Single Motion Sensor. MobiHealth (2016)
Shin-Ying Huang, Hsinchun Chen
Exploring the online underground marketplaces through topic-based social network and clustering. ISI (2016)
Vincent J. Ercolani, Mark W. Patton, Hsinchun Chen
Shodan visualized. ISI (2016)
Ze Li, Duoyong Sun, Hsinchun Chen, Shin-Ying Huang
Identifying the socio-spatial dynamics of terrorist attacks in the Middle East. ISI (2016)
Xinhuan Chen, Yong Zhang, Jennifer Xu, Chunxiao Xing, Hsinchun Chen
Deep Learning Based Topic Identification and Categorization: Mining Diabetes-Related Topics on Chinese Health Websites. DASFAA (1) (2016)
Victor A. Benjamin, Hsinchun Chen
Identifying language groups within multilingual cybercriminal forums. ISI (2016)
Weifeng Li, Hsinchun Chen, Jay F. Nunamaker Jr.
Identifying and Profiling Key Sellers in Cyber Carding Community: AZSecure Text Mining System. J. Manag. Inf. Syst. 33 (4) (2016)
Kangzhi Zhao, Yong Zhang, Chunxiao Xing, Weifeng Li, Hsinchun Chen
Chinese underground market jargon analysis based on unsupervised learning. ISI (2016)
John Grisham, Calvin Barreras, Cyran Afarin, Mark W. Patton, Hsinchun Chen
Identifying top listers in Alphabay using Latent Dirichlet Allocation. ISI (2016)
Lubaina Maimoon, Joshua Chuang, Hongyi Zhu, Shuo Yu, Kuo-Shiuan Peng, Rahul Prayakarao, Jie Bai, Daniel Dajun Zeng, Shu-Hsing Li, Hsin-Min Lu, Hsinchun Chen
SilverLink: Developing an International Smart and Connected Home Monitoring System for Senior Care. ICSH (2016)
Shan Jiang, Hsinchun Chen
NATERGM: A Model for Examining the Role of Nodal Attributes in Dynamic Social Media Networks. IEEE Trans. Knowl. Data Eng. 28 (3) (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Hsinchun Chen