Benjamin C. M. Fung

Mila > About Mila > Team > Benjamin C. M. Fung
Associate Academic Member
Benjamin C. M. Fung
Full Professor, McGill University
Benjamin C. M. Fung

Dr. Benjamin Fung is a Canada Research Chair in Data Mining for Cybersecurity, a Full Professor in the School of Information Studies (SIS), an Associate Member in the School of Computer Science (SOCS) at McGill University, and a Co-curator of Cybersecurity in the World Economic Forum (WEF). He also serves as Associate Editors for IEEE Transactions of Knowledge and Data Engineering (TKDE) and Elsevier Sustainable Cities and Society (SCS). He received a Ph.D. degree in computing science from Simon Fraser University in 2007. Dr. Fung has over 130 refereed publications that span the research areas of data mining, machine learning, privacy protection, cybersecurity, and building engineering. His data mining works in crime investigation and authorship analysis have been reported by media worldwide.

Dr. Fung’s research has been supported in part by Natural Sciences and Engineering Research Council of Canada (NSERC), Social Sciences and Humanities Research Council (SSHRC), Defence Research and Development Canada (DRDC), and Fonds de recherche du Québec – Nature et technologies (FRQNT). He is a licensed professional engineering software engineering and is primarily affiliated with the Data Mining and Security Lab (DMaS) at McGill SIS. He is also an Affiliate Associate Professor in the Concordia Institute for Information Systems Engineering (CIISE) at Concordia University, an Associate Academic Member of MILA, and a Board Member of the National Cyber-Forensics and Training Alliance Canada (NCFTA Canada). He previously worked at SAP Business Objects for four years.

Publications

2022-01

Trade-off between accuracy and fairness of data-driven building and indoor environment models: A comparative study of pre-processing methods
Ying Sun, Fariborz Haghighat and Benjamin C.M. Fung
Energy
(2022-01-15)
www.sciencedirect.com
Distinguishing between fake news and satire with transformers
Jwen Fai Low, Benjamin C.M. Fung, Farkhund Iqbal and Shih-Chia Huang
Expert Systems With Applications
(2022-01-01)
www.sciencedirect.com

2021-11

On the Effectiveness of Interpretable Feedforward Neural Network
Miles Q. Li, Benjamin C. M. Fung and Adel Abusitta
arXiv preprint arXiv:2111.02303
(2021-11-03)
arxiv.orgPDF

2021-10

Season-Based Occupancy Prediction in Residential Buildings Using Machine Learning Models
Bowen Yang, Fariborz Haghighat, Benjamin C.M. Fung and Karthik Panchabikesan
e-Prime
(2021-10-01)
api.elsevier.com

2021-09

I-MAD: Interpretable malware detector using Galaxy Transformer
Miles Q. Li, Benjamin C.M. Fung, Philippe Charland and Steven H.H. Ding

2021-08

Toward Tweet-Mining Framework for Extracting Terrorist Attack-Related Information and Reporting
Farkhund Iqbal, Rabia Batool, Benjamin C. M. Fung, Saiqa Aleem, Ahmed Abbasi and Abdul Rehman Javed
IEEE Access
(2021-08-03)
ieeexplore.ieee.orgPDF
An Advanced Noise Reduction and Edge Enhancement Algorithm.
Shih Chia Huang, Quoc Viet Hoang, Trung Hieu Le, Yan Tsung Peng, Ching Chun Huang, Cheng Zhang, Benjamin C.M. Fung, Kai Han Cheng and Sha Wo Huang
Sensors
(2021-08-02)
europepmc.orgPDF

2021-07

VirtualGAN: Reducing Mode Collapse in Generative Adversarial Networks Using Virtual Mapping
Adel Abusitta, Omar Abdel Wahab and Benjamin C. M. Fung
IJCNN 2021
(2021-07-18)
dblp.uni-trier.de

2021-06

A Data Mining Analysis of Cross-Regional Study of Apparel Consumption
Osmud Rahman and Benjamin C. M. Fung
International Conference on Comprehensible Science
(2021-06-19)
link.springer.com
Malware classification and composition analysis: A survey of recent developments
Adel Abusitta, Miles Q. Li and Benjamin C.M. Fung
WISA 2021
(2021-06-01)
www.sciencedirect.com
Enabling Technologies for Energy Cloud
Thar Baker, Zehua Guo, Ali Ismail Awad, Shangguang Wang and Benjamin C.M. Fung
Journal of Parallel and Distributed Computing
(2021-06-01)
www.sciencedirect.com
ER-AE: Differentially Private Text Generation for Authorship Anonymization
Haohan Bo, Steven H. H. Ding, Benjamin C. M. Fung and Farkhund Iqbal

2021-04

The Topic Confusion Task: A Novel Scenario for Authorship Attribution.
arXiv preprint arXiv:2104.08530
(2021-04-17)
dblp.uni-trier.dePDF
Differentially private data publishing for arbitrarily partitioned data
Rong Wang, Benjamin C.M. Fung, Yan Zhu and Qiang Peng
Information Sciences
(2021-04-01)
www.sciencedirect.com

2021-03

Factors influencing consumer choice: a study of apparel and sustainable cues from Canadian and Indian consumers’ perspectives
Osmud Rahman, Benjamin C. M. Fung and Devender Kharb
International Journal of Fashion Design, Technology and Education
(2021-03-19)
www.tandfonline.com
Image Dehazing in Disproportionate Haze Distributions
Shih-Chia Huang, Da-Wei Jaw, Wenli Li, Zhihui Lu, Sy-Yen Kuo, Benjamin C. M. Fung, Bo-Hao Chen and Thanisa Numnonda
IEEE Access
(2021-03-15)
doi.org

2021-02

Enabling Secure Trustworthiness Assessment and Privacy Protection in Integrating Data for Trading Person-Specific Information
Rashid Hussain Khokhar, Farkhund Iqbal, Benjamin C. M. Fung and Jamal Bentahar
IEEE Transactions on Engineering Management
(2021-02-01)
ieeexplore.ieee.org

2021-01

TedPar: Temporally Dependent PARAFAC2 Factorization for Phenotype-based Disease Progression Modeling.
Kejing Yin, William K. Cheung, Benjamin C. M. Fung and Jonathan Poon
SDM 2021
(2021-01-01)
doi.org
A Novel and Dedicated Machine Learning Model for Malware Classification.
Miles Q. Li, Benjamin C. M. Fung, Philippe Charland and Steven H. H. Ding
ICSOFT 2021
(2021-01-01)
doi.org

2020-12

Detecting High-Engaging Breaking News Rumors in Social Media
Sarah A. Alkhodair, Benjamin C. M. Fung, Steven H. H. Ding, William K. Cheung and Shih-Chia Huang
MIS 2020
(2020-12-30)
dl.acm.orgPDF
DUGRA: Dual-Graph Representation Learning for Health Information Networks
Qifan Wang, Benjamin C. M. Fung and Patrick C. K. Hung
BIG DATA 2020
(2020-12-10)
doi.org

2020-11

Learning Inter-Modal Correspondence and Phenotypes from Multi-Modal Electronic Health Records
Kejing Yin, William K. Cheung, Benjamin C. M. Fung and Jonathan Poon
IEEE Transactions on Knowledge and Data Engineering
(2020-11-16)
ieeexplore.ieee.org[Also on arXiv preprint arXiv:2011.06301 (2020-11-12)]

2020-10

Embedding for Anomaly Detection on Health Insurance Claims
Jiaqi Lu, Benjamin C. M. Fung and William K. Cheung
DSAA 2020
(2020-10-01)
scholars.hkbu.edu.hk

2020-08

A review of the-state-of-the-art in data-driven approaches for building energy prediction
Ying Sun, Fariborz Haghighat and Benjamin C.M. Fung
Energy and Buildings
(2020-08-15)
www.sciencedirect.com
Heterogeneous data release for cluster analysis with differential privacy
Rong Wang, Benjamin C.M. Fung and Yan Zhu
Knowledge Based Systems
(2020-08-09)
www.sciencedirect.com

2020-06

Deep Learning-based Stress Determinator for Mouse Psychiatric Analysis using Hippocampus Activity.
Donghan Liu, Benjamin C. M. Fung and Tak Pan Wong
arXiv preprint arXiv:2006.06862
(2020-06-11)
ui.adsabs.harvard.eduPDF

2020-05

Young Chinese Consumers’ Choice between Product-Related and Sustainable Cues—The Effects of Gender Differences and Consumer Innovativeness
Osmud Rahman, Benjamin C.M. Fung and Zhimin Chen
Sustainability
(2020-05-07)
e-space.mmu.ac.ukPDF
$${\textsf {SecDM}}$$SecDM: privacy-preserving data outsourcing framework with differential privacy
Gaby G. Dagher, Benjamin C. M. Fung, Noman Mohammed and Jeremy Clark
Knowledge and Information Systems
(2020-05-01)
link.springer.com

2020-03

A cross-national study of young female consumer behaviour, innovativeness and apparel evaluation: China and India
Osmud Rahman, Zhimin Chen, Benjamin C. M. Fung and Devender Kharb
Journal of The Textile Institute
(2020-03-03)
e-space.mmu.ac.uk
Systematic approach to provide building occupants with feedback to reduce energy consumption
Milad Ashouri, Benjamin C.M. Fung, Fariborz Haghighat and Hiroshi Yoshino
Energy
(2020-03-01)
www.sciencedirect.com
Detecting breaking news rumors of emerging topics in social media
Sarah A. Alkhodair, Steven H.H. Ding, Benjamin C.M. Fung and Junqiang Liu
Information Processing and Management
(2020-03-01)
www.sciencedirect.com

2020-01

Anonymizing Social Networks
Benjamin C.M. Fung, Ke Wang, Ada Wai-Chee Fu and Philip S. Yu
Introduction to Privacy-Preserving Data Publishing
(2020-01-01)
www.mendeley.com
Authorship Analysis Approaches
Farkhund Iqbal, Mourad Debbabi and Benjamin C. M. Fung
(venue unknown)
(2020-01-01)
link.springer.com
Cybersecurity And Cybercrime Investigation
Farkhund Iqbal, Mourad Debbabi and Benjamin C. M. Fung
(venue unknown)
(2020-01-01)
link.springer.com
Authorship Attribution With Few Training Samples
Farkhund Iqbal, Mourad Debbabi and Benjamin C. M. Fung
(venue unknown)
(2020-01-01)
link.springer.com
Writeprint Mining For Authorship Attribution
Farkhund Iqbal, Mourad Debbabi and Benjamin C. M. Fung
(venue unknown)
(2020-01-01)
link.springer.com
Artificial Intelligence And Digital Forensics
Farkhund Iqbal, Mourad Debbabi and Benjamin C. M. Fung
(venue unknown)
(2020-01-01)
link.springer.com
Machine Learning for Authorship Attribution and Cyber Forensics
Farkhund Iqbal, Mourad Debbabi and Benjamin C. M. Fung
(venue unknown)
(2020-01-01)
link.springer.com
Criminal Information Mining
Farkhund Iqbal, Mourad Debbabi and Benjamin C. M. Fung
(venue unknown)
(2020-01-01)
link.springer.com
Messaging Forensics In Perspective
Farkhund Iqbal, Mourad Debbabi and Benjamin C. M. Fung
(venue unknown)
(2020-01-01)
link.springer.com
Analyzing Network Level Information
Farkhund Iqbal, Mourad Debbabi and Benjamin C. M. Fung
(venue unknown)
(2020-01-01)
link.springer.com

2019-09

I-MAD: A Novel Interpretable Malware Detector Using Hierarchical Transformer.
Miles Q. Li, Benjamin C. M. Fung, Philippe Charland and Steven H. H. Ding
arXiv: Learning
(2019-09-15)
ui.adsabs.harvard.eduPDF

2019-08

Medical concept embedding with multiple ontological representations
Lihong Song, Chin Wang Cheong, Kejing Yin, William K. Cheung, Benjamin C. M. Fung and Jonathan Poon
IJCAI 2019
(2019-08-10)
scholars.hkbu.edu.hk

2019-07

Learning phenotypes and dynamic patient representations via RNN regularized collective non-negative tensor factorization
Kejing Yin, Dong Qian, William K. Cheung, Benjamin C. M. Fung and Jonathan Poon
AAAI 2019
(2019-07-17)
ojs.aaai.orgPDF

2019-06

A Cross-National Study of Consumer Behaviour, Innovativeness and Apparel
Osmud Rahman, Zhimin Chen, Benjamin C.M. Fung and Devender Devender Kharb
(venue unknown)
(2019-06-22)
e-space.mmu.ac.uk

2019-05

Incremental Mining of High Utility Patterns in One Phase by Absence and Legacy-Based Pruning
Junqiang Liu, Xinyi Ju, Xingxing Zhang, Benjamin C. M. Fung, Xiangcai Yang and Changhong Yu
IEEE Access
(2019-05-28)
ieeexplore.ieee.org
Asm2Vec: Boosting Static Representation Robustness for Binary Clone Search against Code Obfuscation and Compiler Optimization
Steven H. H. Ding, Benjamin C. M. Fung and Philippe Charland
S&P 2019
(2019-05-19)
www.computer.orgPDF

2019-01

Towards a Knowledge-Based Recommender System for Linking Electronic Patient Records With Continuing Medical Education Information at the Point of Care
Manuel Gil, Reem El Sherif, Manon Pluye, Benjamin C. M. Fung, Roland Grad and Pierre Pluye
IEEE Access
(2019-01-23)
ieeexplore.ieee.org
A Hybrid Framework for Sentiment Analysis Using Genetic Algorithm Based Feature Reduction
Farkhund Iqbal, Jahanzeb Maqbool Hashmi, Benjamin C. M. Fung, Rabia Batool, Asad Masood Khattak, Saiqa Aleem and Patrick C. K. Hung
IEEE Access
(2019-01-21)
ieeexplore.ieee.orgPDF
Development of a ranking procedure for energy performance evaluation of buildings based on occupant behavior
Milad Ashouri, Fariborz Haghighat, Benjamin C.M. Fung and Hiroshi Yoshino
Energy and Buildings
(2019-01-15)
www.sciencedirect.com
Wordnet-Based Criminal Networks Mining for Cybercrime Investigation
Farkhund Iqbal, Benjamin C. M. Fung, Mourad Debbabi, Rabia Batool and Andrew Marrington
IEEE Access
(2019-01-09)
ieeexplore.ieee.org
Learning Stylometric Representations for Authorship Analysis
Steven H. H. Ding, Benjamin C. M. Fung, Farkhund Iqbal and William K. Cheung
IEEE Transactions on Systems, Man, and Cybernetics
(2019-01-01)
europepmc.org

2018-11

Arabic Authorship Attribution: An Extensive Study on Twitter Posts
Malik H. Altakrori, Farkhund Iqbal, Benjamin C. M. Fung, Steven H. H. Ding and Abdallah Tubaishat
ALRLIP 2018
(2018-11-12)
dl.acm.org

Publications collected and formatted using Paperoni

array(1) { ["wp-wpml_current_language"]=> string(2) "en" }