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Benjamin C. M. Fung

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affiliation: McGill University
affiliation: Concordia University

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2026
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Mohammadhossein Amouei, Benjamin C. M. Fung, Philippe Charland:
FIN: Boosting binary code embedding by normalizing function inlinings. J. Syst. Softw. 231: 112603 (2026)
2025
[j73]
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Miles Q. Li, Benjamin C. M. Fung:
Security concerns for Large Language Models: A survey. J. Inf. Secur. Appl. 95: 104284 (2025)
[j72]
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Arezo Bodaghi, Benjamin C. M. Fung, Ketra A. Schmitt:
AugmenToxic: Leveraging Reinforcement Learning to Optimize LLM Instruction Fine-Tuning for Data Augmentation to Enhance Toxicity Detection. ACM Trans. Web 19(4): 38:1-38:41 (2025)
2024
[j71]
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Mohd Saqib, Samaneh Mahdavifar, Benjamin C. M. Fung, Philippe Charland:
A Comprehensive Analysis of Explainable AI for Malware Hunting. ACM Comput. Surv. 56(12): 314:1-314:40 (2024)
[j70]
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Zainab Khalid, Farkhund Iqbal, Benjamin C. M. Fung:
Towards a unified XAI-based framework for digital forensic investigations. Digit. Investig. 50(Supplement): 301806 (2024)
[j69]
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Adel Abusitta, Miles Q. Li, Benjamin C. M. Fung:
Survey on Explainable AI: Techniques, challenges and open issues. Expert Syst. Appl. 255: 124710 (2024)
[j68]
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Jwen Fai Low, Benjamin C. M. Fung, Pulei Xiong:
Better entity matching with transformers through ensembles. Knowl. Based Syst. 293: 111678 (2024)
[j67]
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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): 5119-5145 (2024)
[j66]
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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): 4643-4651 (2024)
2023
[j65]
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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: 40698-40723 (2023)
[j64]
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Jwen Fai Low, Benjamin C. M. Fung, Farkhund Iqbal:
Of Stances, Themes, and Anomalies in COVID-19 Mask-Wearing Tweets. IEEE Access 11: 87009-87033 (2023)
[j63]
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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: 100656 (2023)
[j62]
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Arezo Bodaghi, Benjamin C. M. Fung, Ketra A. Schmitt:
Technological Solutions to Online Toxicity: Potential and Pitfalls. IEEE Technol. Soc. Mag. 42(4): 57-65 (2023)
[j61]
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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): 28:1-28:25 (2023)
[j60]
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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): 111:1-111:20 (2023)
[j59]
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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): 90:1-90:30 (2023)
2022
[j58]
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Jwen Fai Low, Benjamin C. M. Fung, Farkhund Iqbal, Shih-Chia Huang:
Distinguishing between fake news and satire with transformers. Expert Syst. Appl. 187: 115824 (2022)
[j57]
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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: 357-373 (2022)
[j56]
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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): 4328-4341 (2022)
2021
[j55]
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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: 44599-44609 (2021)
[j54]
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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: 115535-115547 (2021)
[j53]
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Yen-Hung Liu, Patrick C. K. Hung, Farkhund Iqbal, Benjamin C. M. Fung:
Automatic Fall Risk Detection Based on Imbalanced Data. IEEE Access 9: 163594-163611 (2021)
[j52]
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Miles Q. Li, Benjamin C. M. Fung, Philippe Charland, Steven H. H. Ding:
I-MAD: Interpretable malware detector using Galaxy Transformer. Comput. Secur. 108: 102371 (2021)
[j51]
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Rong Wang, Benjamin C. M. Fung, Yan Zhu, Qiang Peng:
Differentially private data publishing for arbitrarily partitioned data. Inf. Sci. 553: 247-265 (2021)
[j50]
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Adel Abusitta, Miles Q. Li, Benjamin C. M. Fung:
Malware classification and composition analysis: A survey of recent developments. J. Inf. Secur. Appl. 59: 102828 (2021)
[j49]
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Thar Baker, Zehua Guo, Ali Ismail Awad, Shangguang Wang, Benjamin C. M. Fung:
Enabling Technologies for Energy Cloud. J. Parallel Distributed Comput. 152: 108-110 (2021)
[j48]
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  - journals/sensors/HuangHLPHZFCH21
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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): 5391 (2021)
[j47]
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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): 149-169 (2021)
[j46]
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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): 8:1-8:16 (2021)
2020
[j45]
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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): 102018 (2020)
[j44]
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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): 1923-1960 (2020)
[j43]
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Rong Wang, Benjamin C. M. Fung, Yan Zhu:
Heterogeneous data release for cluster analysis with differential privacy. Knowl. Based Syst. 201-202: 106047 (2020)
2019
[j42]
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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: 14637-14652 (2019)
[j41]
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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: 15955-15966 (2019)
[j40]
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Farkhund Iqbal, Benjamin C. M. Fung, Mourad Debbabi, Rabia Batool, Andrew Marrington:
Wordnet-Based Criminal Networks Mining for Cybercrime Investigation. IEEE Access 7: 22740-22755 (2019)
[j39]
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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: 74168-74180 (2019)
[j38]
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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): 5:1-5:51 (2019)
[j37]
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Steven H. H. Ding, Benjamin C. M. Fung, Farkhund Iqbal, William K. Cheung:
Learning Stylometric Representations for Authorship Analysis. IEEE Trans. Cybern. 49(1): 107-121 (2019)
2018
[j36]
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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: 126-139 (2018)
[j35]
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Junqiang Liu, Xingxing Zhang, Benjamin C. M. Fung, Jiuyong Li, Farkhund Iqbal:
Opportunistic mining of top-n high utility patterns. Inf. Sci. 441: 171-186 (2018)
[j34]
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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): 528-540 (2018)
[j33]
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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): 717-752 (2018)
2017
[j32]
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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): 1233-1241 (2017)
[j31]
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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): 641-670 (2017)
2016
[j30]
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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: 19-37 (2016)
[j29]
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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): 1245-1257 (2016)
2015
[j28]
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Michael R. Schmid, Farkhund Iqbal, Benjamin C. M. Fung:
E-mail authorship attribution using customized associative classification. Digit. Investig. 14 Supplement 1: S116-S126 (2015)
[j27]
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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: 46-60 (2015)
[j26]
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Dominik Slezak, Benjamin C. M. Fung, William Kwok-Wai Cheung:
Preface. Fundam. Informaticae 137(2) (2015)
[j25]
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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): 97-110 (2015)
[j24]
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Nicandro Scarabeo, Benjamin C. M. Fung, Rashid Hussain Khokhar:
Mining known attack patterns from security-related events. PeerJ Comput. Sci. 1: e25 (2015)
[j23]
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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): 12:1-12:30 (2015)
2014
[j22]
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Khalil Al-Hussaeni, Benjamin C. M. Fung, William K. Cheung:
Privacy-preserving trajectory stream publishing. Data Knowl. Eng. 94: 89-109 (2014)
[j21]
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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: 107-121 (2014)
[j20]
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Abdur Rahman Mohd Abul Basher, Benjamin C. M. Fung:
Analyzing topics and authors in chat logs for crime investigation. Knowl. Inf. Syst. 39(2): 351-381 (2014)
[j19]
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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): 59-71 (2014)
[j18]
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Slawomir Goryczka, Li Xiong, Benjamin C. M. Fung:
\(m\) -Privacy for Collaborative Data Publishing. IEEE Trans. Knowl. Data Eng. 26(10): 2520-2533 (2014)
[j17]
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Rui Chen, Benjamin C. M. Fung, Philip S. Yu, Bipin C. Desai:
Correlated network data publication via differential privacy. VLDB J. 23(4): 653-676 (2014)
2013
[j16]
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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): 1-3 (2013)
[j15]
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Gaby G. Dagher, Benjamin C. M. Fung:
Subject-based semantic document clustering for digital forensic investigations. Data Knowl. Eng. 86: 224-241 (2013)
[j14]
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Rui Chen, Benjamin C. M. Fung, Noman Mohammed, Bipin C. Desai, Ke Wang:
Privacy-preserving trajectory data publishing by local suppression. Inf. Sci. 231: 83-97 (2013)
[j13]
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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: 98-112 (2013)
[j12]
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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): 462-469 (2013)
2012
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Rabeah Al-Zaidy, Benjamin C. M. Fung, Amr M. Youssef, Francis Fortin:
Mining criminal networks from unstructured text documents. Digit. Investig. 8(3-4): 147-160 (2012)
[j10]
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Benjamin C. M. Fung, Thomas Trojer, Patrick C. K. Hung, Li Xiong, Khalil Al-Hussaeni, Rachida Dssouli:
Service-Oriented Architecture for High-Dimensional Private Data Mashup. IEEE Trans. Serv. Comput. 5(3): 373-386 (2012)
2011
[j9]
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Rui Chen, Noman Mohammed, Benjamin C. M. Fung, Bipin C. Desai, Li Xiong:
Publishing Set-Valued Data via Differential Privacy. Proc. VLDB Endow. 4(11): 1087-1098 (2011)
[j8]
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Noman Mohammed, Benjamin C. M. Fung, Mourad Debbabi:
Anonymity meets game theory: secure data integration with malicious participants. VLDB J. 20(4): 567-588 (2011)
2010
[j7]
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Benjamin C. M. Fung, Ke Wang, Rui Chen, Philip S. Yu:
Privacy-preserving data publishing: A survey of recent developments. ACM Comput. Surv. 42(4): 14:1-14:53 (2010)
[j6]
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Farkhund Iqbal, Hamad Binsalleeh, Benjamin C. M. Fung, Mourad Debbabi:
Mining writeprints from anonymous e-mails for forensic investigation. Digit. Investig. 7(1-2): 56-64 (2010)
[j5]
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Noman Mohammed, Benjamin C. M. Fung, Patrick C. K. Hung, Cheuk-kwong Lee:
Centralized and Distributed Anonymization for High-Dimensional Healthcare Data. ACM Trans. Knowl. Discov. Data 4(4): 18:1-18:33 (2010)
2009
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Benjamin C. M. Fung, Ke Wang, Lingyu Wang, Patrick C. K. Hung:
Privacy-preserving data publishing for cluster analysis. Data Knowl. Eng. 68(6): 552-575 (2009)
2008
[j3]
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Farkhund Iqbal, Rachid Hadjidj, Benjamin C. M. Fung, Mourad Debbabi:
A novel approach of mining write-prints for authorship attribution in e-mail forensics. Digit. Investig. 5(Supplement): S42-S51 (2008)
2007
[j2]
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Ke Wang, Benjamin C. M. Fung, Philip S. Yu:
Handicapping attacker's confidence: an alternative to k -anonymization. Knowl. Inf. Syst. 11(3): 345-368 (2007)
[j1]
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Benjamin C. M. Fung, Ke Wang, Philip S. Yu:
Anonymizing Classification Data for Privacy Preservation. IEEE Trans. Knowl. Data Eng. 19(5): 711-725 (2007)

Conference and Workshop Papers

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What is the meaning of the colors in the publication lists?

2025
[c69]
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Aaron M. French, Maryam Ghasemaghaei, Benjamin C. M. Fung, Jasbir Kooner:
Augmentation vs. Automation: How Tactical and Strategic AI Shape the Future of Work. AMCIS 2025
[c68]
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Wenwen Xu, Benjamin C. M. Fung:
StyleLink: User Identity Linkage Across Social Media with Stylometric Representations. ICWSM 2025: 2076-2088
[c67]
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Miles Q. Li, Benjamin C. M. Fung, Shih-Chia Huang:
Training Dynamics of a 1.7B LLaMa Model: A Data-Efficient Approach. IJCNN 2025: 1-10
[c66]
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  - conf/kdd/BagheriEHRCFG25
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Ebrahim Bagheri, Faezeh Ensan, Calvin Hillis, Reihaneh Rabbany, Robin Cohen, Benjamin C. M. Fung, Sébastien Gambs:
Responsible AI Day. KDD (2) 2025: 6253-6254
[c65]
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  - conf/pkdd/SaqibFDC25
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Mohd Saqib, Benjamin C. M. Fung, Steven H. H. Ding, Philippe Charland:
MalGPT: A Generative Explainable Model for Malware Binaries. ECML/PKDD (4) 2025: 130-148
2024
[c64]
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Li Tao 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. CIKM 2024: 1215-1225
[c63]
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Max Beninger, Philippe Charland, Steven H. H. Ding, Benjamin C. M. Fung:
ERS0: Enhancing Military Cybersecurity with AI-Driven SBOM for Firmware Vulnerability Detection and Asset Management. CyCon 2024: 141-160
[c62]
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Guillaume Breyton, Mohd Saqib, Benjamin C. M. Fung, Philippe Charland:
BETAC: Bidirectional Encoder Transformer for Assembly Code Function Name Recovery. DRCN 2024: 1-8
[c61]
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Mohd Saqib, Benjamin C. M. Fung, Philippe Charland, Andrew Walenstein:
GAGE: Genetic Algorithm-Based Graph Explainer for Malware Analysis. ICDE 2024: 2258-2270
[c60]
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Jesia Quader Yuki, Mohammadhossein Amouei, Benjamin C. M. Fung, Philippe Charland, Andrew Walenstein:
AsmDocGen: Generating Functional Natural Language Descriptions for Assembly Code. ICSOFT 2024: 35-45
[c59]
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Samaneh Mahdavifar, Mohd Saqib, Benjamin C. M. Fung, Philippe Charland, Andrew Walenstein:
VulEXplaineR: XAI for Vulnerability Detection on Assembly Code. ECML/PKDD (9) 2024: 3-20
2023
[c58]
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Miles Q. Li, Benjamin C. M. Fung, Ashita Diwan:
A Novel Deep Multi-head Attentive Vulnerable Line Detector. INNS DLIA@IJCNN 2023: 35-44
2022
[c57]
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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: 22-29
[c56]
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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: 385-403
[c55]
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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: 2391-2406
[c54]
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Ashita Diwan, Miles Q. Li, Benjamin C. M. Fung:
VDGraph2Vec: Vulnerability Detection in Assembly Code using Message Passing Neural Networks. ICMLA 2022: 1039-1046
[c53]
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Miles Q. Li, Benjamin C. M. Fung:
Interpretable Malware Classification based on Functional Analysis. ICSOFT 2022: 500-507
[c52]
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Miles Q. Li, Benjamin C. M. Fung, Adel Abusitta:
On the Effectiveness of Interpretable Feedforward Neural Network. IJCNN 2022: 1-8
[c51]
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  - conf/iotais/HalabiBF22
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Talal Halabi, Martine Bellaïche, Benjamin C. M. Fung:
Towards Adaptive Cybersecurity for Green IoT. IoTaIS 2022: 64-69
2021
[c50]
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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: 4242-4256
[c49]
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Miles Q. Li, Benjamin C. M. Fung:
A Novel Neural Network-Based Malware Severity Classification System. ICSOFT (Selected Papers) 2021: 218-232
[c48]
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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: 617-628
[c47]
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  - conf/ijcnn/AbusittaWF21
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Adel Abusitta, Omar Abdel Wahab, Benjamin C. M. Fung:
VirtualGAN: Reducing Mode Collapse in Generative Adversarial Networks Using Virtual Mapping. IJCNN 2021: 1-6
[c46]
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Haohan Bo, Steven H. H. Ding, Benjamin C. M. Fung, Farkhund Iqbal:
ER-AE: Differentially Private Text Generation for Authorship Anonymization. NAACL-HLT 2021: 3997-4007
[c45]
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Kejing Yin, William K. Cheung, Benjamin C. M. Fung, Jonathan Poon:
TedPar: Temporally Dependent PARAFAC2 Factorization for Phenotype-based Disease Progression Modeling. SDM 2021: 594-602
2020
[c44]
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Qifan Wang, Benjamin C. M. Fung, Patrick C. K. Hung:
DUGRA: Dual-Graph Representation Learning for Health Information Networks. IEEE BigData 2020: 4961-4970
[c43]
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Jiaqi Lu, Benjamin C. M. Fung, William K. Cheung:
Embedding for Anomaly Detection on Health Insurance Claims. DSAA 2020: 459-468
2019
[c42]
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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: 1246-1253
[c41]
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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: 4613-4619
[c40]
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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: 472-489
2018
[c39]
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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: 3627-3633
2016
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  - conf/compimage/HungKIMRPHF16
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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: 229-240
[c37]
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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: 2-11
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Steven H. H. Ding, Benjamin C. M. Fung, Philippe Charland:
Kam1n0: MapReduce-based Assembly Clone Search for Reverse Engineering. KDD 2016: 461-470
2015
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Junqiang Liu, Jiuyong Li, Shijian Xu, Benjamin C. M. Fung:
Secure Outsourced Frequent Pattern Mining by Fully Homomorphic Encryption. DaWaK 2015: 70-81
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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: 401-415
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Gaby G. Dagher, Farkhund Iqbal, Mahtab Arafati, Benjamin C. M. Fung:
Fusion: Privacy-Preserving Distributed Protocol for High-Dimensional Data Mashup. ICPADS 2015: 760-769
2014
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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: 498-505
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Ali K. Hmood, Benjamin C. M. Fung, Farkhund Iqbal:
Privacy-Preserving Medical Reports Publishing for Cluster Analysis. NTMS 2014: 1-8
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Mohammad Reza Farhadi, Benjamin C. M. Fung, Philippe Charland, Mourad Debbabi:
BinClone: Detecting Code Clones in Malware. SERE 2014: 78-87
2013
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Benjamin C. M. Fung, Yan'an Jin, Jiaming Li:
Preserving privacy and frequent sharing patterns for social network data publishing. ASONAM 2013: 479-485
2012
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Luca Bonomi, Li Xiong, Rui Chen, Benjamin C. M. Fung:
Frequent grams based embedding for privacy preserving record linkage. CIKM 2012: 1597-1601
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Junqiang Liu, Ke Wang, Benjamin C. M. Fung:
Direct Discovery of High Utility Itemsets without Candidate Generation. ICDM 2012: 984-989
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Rui Chen, Benjamin C. M. Fung, Bipin C. Desai, Nériah M. Sossou:
Differentially private transit data publication: a case study on the montreal transportation system. KDD 2012: 213-221
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Dima Alhadidi, Noman Mohammed, Benjamin C. M. Fung, Mourad Debbabi:
Secure Distributed Framework for Achieving ε-Differential Privacy. Privacy Enhancing Technologies 2012: 120-139
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Farkhund Iqbal, Benjamin C. M. Fung, Mourad Debbabi:
Mining Criminal Networks from Chat Log. Web Intelligence 2012: 332-337
2011
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Hani AbuSharkh, Benjamin C. M. Fung:
Service-oriented architecture for sharing private spatial-temporal data. CDC 2011: 40-47
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Noman Mohammed, Rui Chen, Benjamin C. M. Fung, Philip S. Yu:
Differentially private data release for data mining. KDD 2011: 493-501
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Rabeah Al-Zaidy, Benjamin C. M. Fung, Amr M. Youssef:
Towards discovering criminal communities from textual data. SAC 2011: 172-177
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Sujoy Ray, Mohammad Fahim Nizam, Swagata Das, Benjamin C. M. Fung:
Verification of data pattern for interactive privacy preservation model. SAC 2011: 1716-1723
2010
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Pu Shi, Li Xiong, Benjamin C. M. Fung:
Anonymizing data with quasi-sensitive attribute values. CIKM 2010: 1389-1392
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Farkhund Iqbal, Liaquat A. Khan, Benjamin C. M. Fung, Mourad Debbabi:
e-mail authorship verification for forensic investigation. SAC 2010: 1591-1598
2009
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Jarmanjit Singh, Qing Shi, Harpreet Sandhu, Benjamin C. M. Fung:
Anonymizing location-based RFID data. C3S2E 2009: 27-33
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Noman Mohammed, Benjamin C. M. Fung, Mourad Debbabi:
Walking in the crowd: anonymizing trajectory data for pattern analysis. CIKM 2009: 1441-1444
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Noman Mohammed, Benjamin C. M. Fung, Ke Wang, Patrick C. K. Hung:
Privacy-preserving data mashup. EDBT 2009: 228-239
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Yiming Wang, Lingyu Wang, Benjamin C. M. Fung:
Preserving Privacy for Location-Based Services with Continuous Queries. ICC 2009: 1-5
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Thomas Trojer, Benjamin C. M. Fung, Patrick C. K. Hung:
Service-Oriented Architecture for Privacy-Preserving Data Mashup. ICWS 2009: 767-774
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Noman Mohammed, Benjamin C. M. Fung, Patrick C. K. Hung, Cheuk-kwong Lee:
Anonymizing healthcare data: a case study on the blood transfusion service. KDD 2009: 1285-1294
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Benjamin C. M. Fung, Ming Cao, Bipin C. Desai, Heng Xu:
Privacy protection for RFID data. SAC 2009: 1528-1535
2008
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Benjamin C. M. Fung, Ke Wang, Ada Wai-Chee Fu, Jian Pei:
Anonymity for continuous data publishing. EDBT 2008: 264-275
[c9]
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Yehang Zhu, Benjamin C. M. Fung, Dejun Mu, Yanling Li:
An Efficient Hybrid Hierarchical Document Clustering Method. FSKD (2) 2008: 395-399
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Yabo Xu, Benjamin C. M. Fung, Ke Wang, Ada Wai-Chee Fu, Jian Pei:
Publishing Sensitive Transactions for Itemset Utility. ICDM 2008: 1109-1114
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Benjamin C. M. Fung, Ke Wang, Lingyu Wang, Mourad Debbabi:
A framework for privacy-preserving cluster analysis. ISI 2008: 46-51
2006
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Ke Wang, Benjamin C. M. Fung:
Anonymizing sequential releases. KDD 2006: 414-423
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Yehang Zhu, Guanzhong Dai, Benjamin C. M. Fung, Dejun Mu:
Document Clustering Method Based on Frequent Co-occurring Words. PACLIC 2006
2005
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Benjamin C. M. Fung, Ke Wang, Philip S. Yu:
Top-Down Specialization for Information and Privacy Preservation. ICDE 2005: 205-216
[c3]
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Ke Wang, Benjamin C. M. Fung, Philip S. Yu:
Template-Based Privacy Preservation in Classification Problems. ICDM 2005: 466-473
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Ke Wang, Benjamin C. M. Fung, Guozhu Dong:
Integrating Private Databases for Data Analysis. ISI 2005: 171-182
2003
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Benjamin C. M. Fung, Ke Wang, Martin Ester:
Hierarchical Document Clustering using Frequent Itemsets. SDM 2003: 59-70

Parts in Books or Collections

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2015
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Benjamin C. M. Fung, Yan'an Jin, Jiaming Li, Junqiang Liu:
Anonymizing Social Network Data for Maximal Frequent-Sharing Pattern Mining. Recommendation and Search in Social Networks 2015: 77-100

Editorship

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2018
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Mohadeseh Ganji, Lida Rashidi, Benjamin C. M. Fung, Can Wang:
Trends and Applications in Knowledge Discovery and Data Mining - PAKDD 2018 Workshops, BDASC, BDM, ML4Cyber, PAISI, DaMEMO, Melbourne, VIC, Australia, June 3, 2018, Revised Selected Papers. Lecture Notes in Computer Science 11154, Springer 2018, ISBN 978-3-030-04502-9 [contents]

Reference Works

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2009
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Benjamin C. M. Fung, Ke Wang, Martin Ester:
Hierarchical Document Clustering. Encyclopedia of Data Warehousing and Mining 2009: 970-975
2007
[r1]
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Benjamin C. M. Fung:
Privacy Preserving Data Portals. Encyclopedia of Portal Technologies and Applications 2007: 842-847

Informal and Other Publications

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2025
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Miles Q. Li, Benjamin C. M. Fung:
Security Concerns for Large Language Models: A Survey. CoRR abs/2505.18889 (2025)
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Charles E. Gagnon, Steven H. H. Ding, Philippe Charland, Benjamin C. M. Fung:
Beyond Embeddings: Interpretable Feature Extraction for Binary Code Similarity. CoRR abs/2509.23449 (2025)
2024
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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 abs/2402.01905 (2024)
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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 abs/2404.08562 (2024)
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Miles Q. Li, Benjamin C. M. Fung, Shih-Chia Huang:
On the Effectiveness of Incremental Training of Large Language Models. CoRR abs/2411.18700 (2024)
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Miles Q. Li, Benjamin C. M. Fung, Shih-Chia Huang:
Experience of Training a 1.7B-Parameter LLaMa Model From Scratch. CoRR abs/2412.13335 (2024)
2023
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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 abs/2307.10631 (2023)
2021
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Malik H. Altakrori, Jackie Chi Kit Cheung, Benjamin C. M. Fung:
The Topic Confusion Task: A Novel Scenario for Authorship Attribution. CoRR abs/2104.08530 (2021)
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Miles Q. Li, Benjamin C. M. Fung, Adel Abusitta:
On the Effectiveness of Interpretable Feedforward Neural Network. CoRR abs/2111.02303 (2021)
2020
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Kejing Yin, William K. Cheung, Benjamin C. M. Fung, Jonathan Poon:
Learning Inter-Modal Correspondence and Phenotypes from Multi-Modal Electronic Health Records. CoRR abs/2011.06301 (2020)
2019
[i5]
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Haohan Bo, Steven H. H. Ding, Benjamin C. M. Fung, Farkhund Iqbal:
ER-AE: Differentially-private Text Generation for Authorship Anonymization. CoRR abs/1907.08736 (2019)
[i4]
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Miles Q. Li, Benjamin C. M. Fung, Philippe Charland, Steven H. H. Ding:
I-MAD: A Novel Interpretable Malware Detector Using Hierarchical Transformer. CoRR abs/1909.06865 (2019)
2016
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Steven H. H. Ding, Benjamin C. M. Fung, Farkhund Iqbal, William K. Cheung:
Learning Stylometric Representations for Authorship Analysis. CoRR abs/1606.01219 (2016)
2012
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Luca Bonomi, Li Xiong, Rui Chen, Benjamin C. M. Fung:
Privacy Preserving Record Linkage via grams Projections. CoRR abs/1208.2773 (2012)
2011
[i1]
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Rui Chen, Benjamin C. M. Fung, Bipin C. Desai:
Differentially Private Trajectory Data Publication. CoRR abs/1112.2020 (2011)

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