Benjamin C. M. Fung

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 85

Top Venues

CoRR

IEEE Access

Knowl. Inf. Syst.

IEEE Trans. Knowl. Data Eng.

Publications

Adel Abusitta, Miles Q. Li, Benjamin C. M. Fung
Survey on Explainable AI: Techniques, challenges and open issues. Expert Syst. Appl. 255 (2024)
Da-Wei Jaw, Shih-Chia Huang, Zhihui Lu, Benjamin C. M. Fung, Sy-Yen Kuo
Multidomain Object Detection Framework Using Feature Domain Knowledge Distillation. IEEE Trans. Cybern. 54 (8) (2024)
Litao Li, Steven H. H. Ding, Andrew Walenstein, Philippe Charland, Benjamin C. M. Fung
Dynamic Neural Control Flow Execution: An Agent-Based Deep Equilibrium Approach for Binary Vulnerability Detection. CoRR (2024)
Jwen Fai Low, Benjamin C. M. Fung, Farkhund Iqbal, Claude Fachkha
Carthago Delenda Est: Co-opetitive Indirect Information Diffusion Model for Influence Operations on Online Social Media. CoRR (2024)
Arezo Bodaghi, Ketra A. Schmitt, Pierre Watine, Benjamin C. M. Fung
A Literature Review on Detecting, Verifying, and Mitigating Online Misinformation. IEEE Trans. Comput. Soc. Syst. 11 (4) (2024)
Jwen Fai Low, Benjamin C. M. Fung, Pulei Xiong
Better entity matching with transformers through ensembles. Knowl. Based Syst. 293 (2024)
Guillaume Breyton, Mohd Saqib, Benjamin C. M. Fung, Philippe Charland
BETAC: Bidirectional Encoder Transformer for Assembly Code Function Name Recovery. DRCN (2024)
Mohd Saqib, Benjamin C. M. Fung, Philippe Charland, Andrew Walenstein
GAGE: Genetic Algorithm-Based Graph Explainer for Malware Analysis. ICDE (2024)
Jwen Fai Low, Benjamin C. M. Fung, Farkhund Iqbal
Of Stances, Themes, and Anomalies in COVID-19 Mask-Wearing Tweets. IEEE Access 11 (2023)
Adel Abusitta, Glaucio H. S. Carvalho, Omar Abdel Wahab, Talal Halabi, Benjamin C. M. Fung, Saja Al-Mamoori
Deep learning-enabled anomaly detection for IoT systems. Internet Things 21 (2023)
Rashid Hussain Khokhar, Benjamin C. M. Fung, Farkhund Iqbal, Khalil Al-Hussaeni, Mohammed Hussain
Differentially Private Release of Heterogeneous Network for Managing Healthcare Data. ACM Trans. Knowl. Discov. Data 17 (6) (2023)
Zhiwei Fu, Steven H. H. Ding, Furkan Alaca, Benjamin C. M. Fung, Philippe Charland
Pluvio: Assembly Clone Search for Out-of-domain Architectures and Libraries through Transfer Learning and Conditional Variational Information Bottleneck. CoRR (2023)
Miles Q. Li, Benjamin C. M. Fung, Ashita Diwan
A Novel Deep Multi-head Attentive Vulnerable Line Detector. INNS DLIA@IJCNN (2023)
Chin Wang Cheong, Kejing Yin, William K. Cheung, Benjamin C. M. Fung, Jonathan Poon
Adaptive Integration of Categorical and Multi-relational Ontologies with EHR Data for Medical Concept Embedding. ACM Trans. Intell. Syst. Technol. 14 (6) (2023)
Arezo Bodaghi, Benjamin C. M. Fung, Ketra A. Schmitt
Technological Solutions to Online Toxicity: Potential and Pitfalls. IEEE Technol. Soc. Mag. 42 (4) (2023)
Salwa Razaulla, Claude Fachkha, Christine Markarian, Amjad Gawanmeh, Wathiq Mansoor, Benjamin C. M. Fung, Chadi Assi
The Age of Ransomware: A Survey on the Evolution, Taxonomy, and Research Directions. IEEE Access 11 (2023)
Litao Li, Steven H. H. Ding, Yuan Tian, Benjamin C. M. Fung, Philippe Charland, Weihan Ou, Leo Song, Congwei Chen
VulANalyzeR: Explainable Binary Vulnerability Detection with Multi-task Learning and Attentional Graph Convolution. ACM Trans. Priv. Secur. 26 (3) (2023)
Ashita Diwan, Miles Q. Li, Benjamin C. M. Fung
VDGraph2Vec: Vulnerability Detection in Assembly Code using Message Passing Neural Networks. ICMLA (2022)
Talal Halabi, Martine Bellaïche, Benjamin C. M. Fung
Towards Adaptive Cybersecurity for Green IoT. IoTaIS (2022)
Miles Q. Li, Benjamin C. M. Fung, Adel Abusitta
On the Effectiveness of Interpretable Feedforward Neural Network. IJCNN (2022)
Malik H. Altakrori, Thomas Scialom, Benjamin C. M. Fung, Jackie Chi Kit Cheung
A Multifaceted Framework to Evaluate Evasion, Content Preservation, and Misattribution in Authorship Obfuscation Techniques. EMNLP (2022)
Christopher Molloy, Steven H. H. Ding, Benjamin C. M. Fung, Philippe Charland
H4rm0ny: A Competitive Zero-Sum Two-Player Markov Game for Multi-Agent Learning on Evasive Malware Generation and Detection. CSR (2022)
Miles Q. Li, Benjamin C. M. Fung, Philippe Charland
DyAdvDefender: An instance-based online machine learning model for perturbation-trial-based black-box adversarial defense. Inf. Sci. 601 (2022)
Christopher Molloy, Philippe Charland, Steven H. H. Ding, Benjamin C. M. Fung
JARV1S: Phenotype Clone Search for Rapid Zero-Day Malware Triage and Functional Decomposition for Cyber Threat Intelligence. CyCom (2022)
Miles Q. Li, Benjamin C. M. Fung
Interpretable Malware Classification based on Functional Analysis. ICSOFT (2022)
Kejing Yin, William K. Cheung, Benjamin C. M. Fung, Jonathan Poon
Learning Inter-Modal Correspondence and Phenotypes From Multi-Modal Electronic Health Records. IEEE Trans. Knowl. Data Eng. 34 (9) (2022)
Jwen Fai Low, Benjamin C. M. Fung, Farkhund Iqbal, Shih-Chia Huang
Distinguishing between fake news and satire with transformers. Expert Syst. Appl. 187 (2022)
Yen-Hung Liu, Patrick C. K. Hung, Farkhund Iqbal, Benjamin C. M. Fung
Automatic Fall Risk Detection Based on Imbalanced Data. IEEE Access 9 (2021)
Malik H. Altakrori, Jackie Chi Kit Cheung, Benjamin C. M. Fung
The Topic Confusion Task: A Novel Evaluation Scenario for Authorship Attribution. EMNLP (Findings) (2021)
Miles Q. Li, Benjamin C. M. Fung, Philippe Charland, Steven H. H. Ding
: Interpretable malware detector using Galaxy Transformer. Comput. Secur. 108 (2021)
Shih-Chia Huang, Quoc-Viet Hoang, Trung-Hieu Le, Yan-Tsung Peng, Ching-Chun Huang, Cheng Zhang, Benjamin C. M. Fung, Kai-Han Cheng, Sha-Wo Huang
An Advanced Noise Reduction and Edge Enhancement Algorithm. Sensors 21 (16) (2021)
Rong Wang, Benjamin C. M. Fung, Yan Zhu, Qiang Peng
Differentially private data publishing for arbitrarily partitioned data. Inf. Sci. 553 (2021)
Miles Q. Li, Benjamin C. M. Fung, Adel Abusitta
On the Effectiveness of Interpretable Feedforward Neural Network. CoRR (2021)
Thar Baker, Zehua Guo, Ali Ismail Awad, Shangguang Wang, Benjamin C. M. Fung
Enabling Technologies for Energy Cloud. J. Parallel Distributed Comput. 152 (2021)
Miles Q. Li, Benjamin C. M. Fung
A Novel Neural Network-Based Malware Severity Classification System. ICSOFT (Selected Papers) (2021)
Farkhund Iqbal, Rabia Batool, Benjamin C. M. Fung, Saiqa Aleem, Ahmed Abbasi, Abdul Rehman Javed
Toward Tweet-Mining Framework for Extracting Terrorist Attack-Related Information and Reporting. IEEE Access 9 (2021)
Sarah A. Alkhodair, Benjamin C. M. Fung, Steven H. H. Ding, William K. Cheung, Shih-Chia Huang
Detecting High-Engaging Breaking News Rumors in Social Media. ACM Trans. Manag. Inf. Syst. 12 (1) (2021)
Kejing Yin, William K. Cheung, Benjamin C. M. Fung, Jonathan Poon
TedPar: Temporally Dependent PARAFAC2 Factorization for Phenotype-based Disease Progression Modeling. SDM (2021)
Malik H. Altakrori, Jackie Chi Kit Cheung, Benjamin C. M. Fung
The Topic Confusion Task: A Novel Scenario for Authorship Attribution. CoRR (2021)
Haohan Bo, Steven H. H. Ding, Benjamin C. M. Fung, Farkhund Iqbal
ER-AE: Differentially Private Text Generation for Authorship Anonymization. NAACL-HLT (2021)
Adel Abusitta, Miles Q. Li, Benjamin C. M. Fung
Malware classification and composition analysis: A survey of recent developments. J. Inf. Secur. Appl. 59 (2021)
Shih-Chia Huang, Da-Wei Jaw, Wenli Li, Zhihui Lu, Sy-Yen Kuo, Benjamin C. M. Fung, Bo-Hao Chen, Thanisa Numnonda
Image Dehazing in Disproportionate Haze Distributions. IEEE Access 9 (2021)
Rashid Hussain Khokhar, Farkhund Iqbal, Benjamin C. M. Fung, Jamal Bentahar
Enabling Secure Trustworthiness Assessment and Privacy Protection in Integrating Data for Trading Person-Specific Information. IEEE Trans. Engineering Management 68 (1) (2021)
Miles Q. Li, Benjamin C. M. Fung, Philippe Charland, Steven H. H. Ding
A Novel and Dedicated Machine Learning Model for Malware Classification. ICSOFT (2021)
Adel Abusitta, Omar Abdel Wahab, Benjamin C. M. Fung
VirtualGAN: Reducing Mode Collapse in Generative Adversarial Networks Using Virtual Mapping. IJCNN (2021)
Gaby G. Dagher, Benjamin C. M. Fung, Noman Mohammed, Jeremy Clark
sf SecDM: privacy-preserving data outsourcing framework with differential privacy. Knowl. Inf. Syst. 62 (5) (2020)
Donghan Liu, Benjamin C. M. Fung, Tak Pan Wong
Deep Learning-based Stress Determinator for Mouse Psychiatric Analysis using Hippocampus Activity. CoRR (2020)
Sarah A. Alkhodair, Steven H. H. Ding, Benjamin C. M. Fung, Junqiang Liu
Detecting breaking news rumors of emerging topics in social media. Inf. Process. Manag. 57 (2) (2020)
Jiaqi Lu, Benjamin C. M. Fung, William K. Cheung
Embedding for Anomaly Detection on Health Insurance Claims. DSAA (2020)
Kejing Yin, William K. Cheung, Benjamin C. M. Fung, Jonathan Poon
Learning Inter-Modal Correspondence and Phenotypes from Multi-Modal Electronic Health Records. CoRR (2020)
Qifan Wang, Benjamin C. M. Fung, Patrick C. K. Hung
DUGRA: Dual-Graph Representation Learning for Health Information Networks. IEEE BigData (2020)
Rong Wang, Benjamin C. M. Fung, Yan Zhu
Heterogeneous data release for cluster analysis with differential privacy. Knowl. Based Syst. (2020)
Steven H. H. Ding, Benjamin C. M. Fung, Philippe Charland
Asm2Vec: Boosting Static Representation Robustness for Binary Clone Search against Code Obfuscation and Compiler Optimization. IEEE Symposium on Security and Privacy (2019)
Lihong Song, Chin Wang Cheong, Kejing Yin, William K. Cheung, Benjamin C. M. Fung, Jonathan Poon
Medical Concept Embedding with Multiple Ontological Representations. IJCAI (2019)
Manuel Gil, Reem El Sherif, Manon Pluye, Benjamin C. M. Fung, Roland M. Grad, Pierre Pluye
Towards a Knowledge-Based Recommender System for Linking Electronic Patient Records With Continuing Medical Education Information at the Point of Care. IEEE Access 7 (2019)
Miles Q. Li, Benjamin C. M. Fung, Philippe Charland, Steven H. H. Ding
I-MAD: A Novel Interpretable Malware Detector Using Hierarchical Transformer. CoRR (2019)
Haohan Bo, Steven H. H. Ding, Benjamin C. M. Fung, Farkhund Iqbal
ER-AE: Differentially-private Text Generation for Authorship Anonymization. CoRR (2019)
Junqiang Liu, Xinyi Ju, Xingxing Zhang, Benjamin C. M. Fung, Xiangcai Yang, Changhong Yu
Incremental Mining of High Utility Patterns in One Phase by Absence and Legacy-Based Pruning. IEEE Access 7 (2019)
Farkhund Iqbal, Jahanzeb Maqbool Hashmi, Benjamin C. M. Fung, Rabia Batool, Asad Masood Khattak, Saiqa Aleem, Patrick C. K. Hung
A Hybrid Framework for Sentiment Analysis Using Genetic Algorithm Based Feature Reduction. IEEE Access 7 (2019)
Steven H. H. Ding, Benjamin C. M. Fung, Farkhund Iqbal, William K. Cheung
Learning Stylometric Representations for Authorship Analysis. IEEE Trans. Cybern. 49 (1) (2019)
Malik H. Altakrori, Farkhund Iqbal, Benjamin C. M. Fung, Steven H. H. Ding, Abdallah Tubaishat
Arabic Authorship Attribution: An Extensive Study on Twitter Posts. ACM Trans. Asian Low Resour. Lang. Inf. Process. 18 (1) (2019)
Farkhund Iqbal, Benjamin C. M. Fung, Mourad Debbabi, Rabia Batool, Andrew Marrington
Wordnet-Based Criminal Networks Mining for Cybercrime Investigation. IEEE Access 7 (2019)
Kejing Yin, Dong Qian, William K. Cheung, Benjamin C. M. Fung, Jonathan Poon
Learning Phenotypes and Dynamic Patient Representations via RNN Regularized Collective Non-Negative Tensor Factorization. AAAI (2019)
Junqiang Liu, Xingxing Zhang, Benjamin C. M. Fung, Jiuyong Li, Farkhund Iqbal
high utility patterns. Inf. Sci. 441 (2018)
Khalil Al-Hussaeni, Benjamin C. M. Fung, Farkhund Iqbal, Gaby G. Dagher, Eun G. Park
SafePath: Differentially-private publishing of passenger trajectories in transportation systems. Comput. Networks 143 (2018)
Sarah A. Alkhodair, Benjamin C. M. Fung, Osmud Rahman, Patrick C. K. Hung
Improving interpretations of topic modeling in microblogs. J. Assoc. Inf. Sci. Technol. 69 (4) (2018)
Khalil Al-Hussaeni, Benjamin C. M. Fung, Farkhund Iqbal, Junqiang Liu, Patrick C. K. Hung
Differentially private multidimensional data publishing. Knowl. Inf. Syst. 56 (3) (2018)
Kejing Yin, William K. Cheung, Yang Liu, Benjamin C. M. Fung, Jonathan Poon
Joint Learning of Phenotypes and Diagnosis-Medication Correspondence via Hidden Interaction Tensor Factorization. IJCAI (2018)
Latifa Guerrouj, Zeinab Azadeh Kermansaravi, Venera Arnaoudova, Benjamin C. M. Fung, Foutse Khomh, Giuliano Antoniol, Yann-Gaël Guéhéneuc
Investigating the relation between lexical smells and change- and fault-proneness: an empirical study. Softw. Qual. J. 25 (3) (2017)
Jimin Guo, Benjamin C. M. Fung, Farkhund Iqbal, Peter J. K. Kuppen, Rob A. E. M. Tollenaar, Wilma E. Mesker, Jean-Jacques Lebrun
Revealing determinant factors for early breast cancer recurrence by decision tree. Inf. Syst. Frontiers 19 (6) (2017)
Steven H. H. Ding, Benjamin C. M. Fung, Farkhund Iqbal, William K. Cheung
Learning Stylometric Representations for Authorship Analysis. CoRR (2016)
Maude Bonenfant, Bipin C. Desai, Drew Desai, Benjamin C. M. Fung, M. Tamer Özsu, Jeffrey D. Ullman
Panel: The State of Data: Invited Paper from panelists. IDEAS (2016)
Patrick C. K. Hung, Kamen Kanev, Farkhund Iqbal, David Mettrick, Laura Rafferty, Guan-Pu Pan, Shih-Chia Huang, Benjamin C. M. Fung
A Study of Children Facial Recognition for Privacy in Smart TV. CompIMAGE (2016)
Steven H. H. Ding, Benjamin C. M. Fung, Philippe Charland
Kam1n0: MapReduce-based Assembly Clone Search for Reverse Engineering. KDD (2016)
Rashid Hussain Khokhar, Benjamin C. M. Fung, Farkhund Iqbal, Dima Alhadidi, Jamal Bentahar
Privacy-preserving data mashup model for trading person-specific information. Electron. Commer. Res. Appl. 17 (2016)
Junqiang Liu, Ke Wang, Benjamin C. M. Fung
Mining High Utility Patterns in One Phase without Generating Candidates. IEEE Trans. Knowl. Data Eng. 28 (5) (2016)
Junqiang Liu, Jiuyong Li, Shijian Xu, Benjamin C. M. Fung
Secure Outsourced Frequent Pattern Mining by Fully Homomorphic Encryption. DaWaK (2015)
Mohammad Reza Farhadi, Benjamin C. M. Fung, Yin Bun Fung, Philippe Charland, Stere Preda, Mourad Debbabi
Scalable code clone search for malware analysis. Digit. Investig. 15 (2015)
Steven H. H. Ding, Benjamin C. M. Fung, Mourad Debbabi
A Visualizable Evidence-Driven Approach for Authorship Attribution. ACM Trans. Inf. Syst. Secur. 17 (3) (2015)
Dominik Slezak, Benjamin C. M. Fung, William Kwok-Wai Cheung
Preface. Fundam. Informaticae 137 (2) (2015)
Gaby G. Dagher, Farkhund Iqbal, Mahtab Arafati, Benjamin C. M. Fung
Fusion: Privacy-Preserving Distributed Protocol for High-Dimensional Data Mashup. ICPADS (2015)
Simon Li, Kamrun Nahar, Benjamin C. M. Fung
Product customization of tablet computers based on the information of online reviews by customers. J. Intell. Manuf. 26 (1) (2015)
Michael R. Schmid, Farkhund Iqbal, Benjamin C. M. Fung
E-mail authorship attribution using customized associative classification. Digit. Investig. (2015)
Nicandro Scarabeo, Benjamin C. M. Fung, Rashid Hussain Khokhar
Mining known attack patterns from security-related events. PeerJ Comput. Sci. 1 (2015)
Junqiang Liu, Yongsheng Wu, Qingfeng Zhou, Benjamin C. M. Fung, Fanghui Chen, Binxiao Yu
Parallel Eclat for Opportunistic Mining of Frequent Itemsets. DEXA (1) (2015)
Rui Chen, Benjamin C. M. Fung, Philip S. Yu, Bipin C. Desai
Correlated network data publication via differential privacy. VLDB J. 23 (4) (2014)
Khalil Al-Hussaeni, Benjamin C. M. Fung, William K. Cheung
Privacy-preserving trajectory stream publishing. Data Knowl. Eng. 94 (2014)
Slawomir Goryczka, Li Xiong, Benjamin C. M. Fung
\(m\) -Privacy for Collaborative Data Publishing. IEEE Trans. Knowl. Data Eng. 26 (10) (2014)
Mahtab Arafati, Gaby G. Dagher, Benjamin C. M. Fung, Patrick C. K. Hung
D-Mash: A Framework for Privacy-Preserving Data-as-a-Service Mashups. IEEE CLOUD (2014)
Ali K. Hmood, Benjamin C. M. Fung, Farkhund Iqbal
Privacy-Preserving Medical Reports Publishing for Cluster Analysis. NTMS (2014)
Abdur Rahman Mohd Abul Basher, Benjamin C. M. Fung
Analyzing topics and authors in chat logs for crime investigation. Knowl. Inf. Syst. 39 (2) (2014)
Mohammad Reza Farhadi, Benjamin C. M. Fung, Philippe Charland, Mourad Debbabi
BinClone: Detecting Code Clones in Malware. SERE (2014)
Rashid Hussain Khokhar, Rui Chen, Benjamin C. M. Fung, Siu Man Lui
Quantifying the costs and benefits of privacy-preserving health data publishing. J. Biomed. Informatics 50 (2014)
Noman Mohammed, Dima Alhadidi, Benjamin C. M. Fung, Mourad Debbabi
Secure Two-Party Differentially Private Data Release for Vertically Partitioned Data. IEEE Trans. Dependable Secur. Comput. 11 (1) (2014)
Gaby G. Dagher, Benjamin C. M. Fung
Subject-based semantic document clustering for digital forensic investigations. Data Knowl. Eng. 86 (2013)
Yong Zeng, Kyoung-Yun Kim, Victor Raskin, Benjamin C. M. Fung, Yoshinobu Kitamura
Modeling, extraction, and transformation of semantics in computer aided engineering systems. Adv. Eng. Informatics 27 (1) (2013)
Farkhund Iqbal, Hamad Binsalleeh, Benjamin C. M. Fung, Mourad Debbabi
A unified data mining solution for authorship analysis in anonymous textual communications. Inf. Sci. 231 (2013)
Rui Chen, Benjamin C. M. Fung, Noman Mohammed, Bipin C. Desai, Ke Wang
Privacy-preserving trajectory data publishing by local suppression. Inf. Sci. 231 (2013)
Benjamin C. M. Fung, Yan'an Jin, Jiaming Li
Preserving privacy and frequent sharing patterns for social network data publishing. ASONAM (2013)
Noman Mohammed, Xiaoqian Jiang, Rui Chen, Benjamin C. M. Fung, Lucila Ohno-Machado
Privacy-preserving heterogeneous health data sharing. J. Am. Medical Informatics Assoc. 20 (3) (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Benjamin C. M. Fung