Benjamin C. M. Fung

Furkan Alaca

CoRR, 2023

The Age of Ransomware: A Survey on the Evolution, Taxonomy, and Research Directions.

[BibT_eX]

[DOI]

IEEE Access, 2023

Of Stances, Themes, and Anomalies in COVID-19 Mask-Wearing Tweets.

[BibT_eX]

[DOI]

Jwen Fai Low

IEEE Access, 2023

A Novel Deep Multi-head Attentive Vulnerable Line Detector.

[BibT_eX]

[DOI]

Ashita Diwan

Proceedings of the International Neural Network Society Workshop on Deep Learning Innovations and Applications, 2023

2022

Learning Inter-Modal Correspondence and Phenotypes From Multi-Modal Electronic Health Records.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

DyAdvDefender: An instance-based online machine learning model for perturbation-trial-based black-box adversarial defense.

[BibT_eX]

[DOI]

Inf. Sci., 2022

Distinguishing between fake news and satire with transformers.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2022

Towards Adaptive Cybersecurity for Green IoT.

[BibT_eX]

[DOI]

Talal Halabi

Martine Bellaïche

Proceedings of the IEEE International Conference on Internet of Things and Intelligence Systems, 2022

On the Effectiveness of Interpretable Feedforward Neural Network.

[BibT_eX]

[DOI]

Adel Abusitta

Proceedings of the International Joint Conference on Neural Networks, 2022

Interpretable Malware Classification based on Functional Analysis.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Software Technologies, 2022

VDGraph2Vec: Vulnerability Detection in Assembly Code using Message Passing Neural Networks.

[BibT_eX]

[DOI]

Ashita Diwan

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

A Multifaceted Framework to Evaluate Evasion, Content Preservation, and Misattribution in Authorship Obfuscation Techniques.

[BibT_eX]

[DOI]

Malik H. Altakrori

Thomas Scialom

Jackie Chi Kit Cheung

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

JARV1S: Phenotype Clone Search for Rapid Zero-Day Malware Triage and Functional Decomposition for Cyber Threat Intelligence.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Cyber Conflict: Keep Moving!, 2022

H4rm0ny: A Competitive Zero-Sum Two-Player Markov Game for Multi-Agent Learning on Evasive Malware Generation and Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Cyber Security and Resilience, 2022

2021

Detecting High-Engaging Breaking News Rumors in Social Media.

[BibT_eX]

[DOI]

ACM Trans. Manag. Inf. Syst., 2021

Enabling Secure Trustworthiness Assessment and Privacy Protection in Integrating Data for Trading Person-Specific Information.

[BibT_eX]

[DOI]

Jamal Bentahar

IEEE Trans. Engineering Management, 2021

An Advanced Noise Reduction and Edge Enhancement Algorithm.

[BibT_eX]

[DOI]

Sensors, 2021

Enabling Technologies for Energy Cloud.

[BibT_eX]

[DOI]

J. Parallel Distributed Comput., 2021

Malware classification and composition analysis: A survey of recent developments.

[BibT_eX]

[DOI]

Adel Abusitta

J. Inf. Secur. Appl., 2021

Differentially private data publishing for arbitrarily partitioned data.

[BibT_eX]

[DOI]

Inf. Sci., 2021

The Topic Confusion Task: A Novel Scenario for Authorship Attribution.

[BibT_eX]

[DOI]

Malik H. Altakrori

Jackie Chi Kit Cheung

CoRR, 2021

I-MAD: Interpretable malware detector using Galaxy Transformer.

[BibT_eX]

[DOI]

Comput. Secur., 2021

Automatic Fall Risk Detection Based on Imbalanced Data.

[BibT_eX]

[DOI]

IEEE Access, 2021

Toward Tweet-Mining Framework for Extracting Terrorist Attack-Related Information and Reporting.

[BibT_eX]

[DOI]

IEEE Access, 2021

Image Dehazing in Disproportionate Haze Distributions.

[BibT_eX]

[DOI]

IEEE Access, 2021

TedPar: Temporally Dependent PARAFAC2 Factorization for Phenotype-based Disease Progression Modeling.

[BibT_eX]

[DOI]

Proceedings of the 2021 SIAM International Conference on Data Mining, 2021

ER-AE: Differentially Private Text Generation for Authorship Anonymization.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

VirtualGAN: Reducing Mode Collapse in Generative Adversarial Networks Using Virtual Mapping.

[BibT_eX]

[DOI]

Adel Abusitta

Omar Abdel Wahab

Proceedings of the International Joint Conference on Neural Networks, 2021

A Novel and Dedicated Machine Learning Model for Malware Classification.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Software Technologies, 2021

A Novel Neural Network-Based Malware Severity Classification System.

[BibT_eX]

[DOI]

Proceedings of the Software Technologies - 16th International Conference, 2021

The Topic Confusion Task: A Novel Evaluation Scenario for Authorship Attribution.

[BibT_eX]

[DOI]

Malik H. Altakrori

Jackie Chi Kit Cheung

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

2020

Heterogeneous data release for cluster analysis with differential privacy.

[BibT_eX]

[DOI]

Rong Wang

Yan Zhu

Knowl. Based Syst., 2020

sf SecDM: privacy-preserving data outsourcing framework with differential privacy.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2020

Detecting breaking news rumors of emerging topics in social media.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2020

Embedding for Anomaly Detection on Health Insurance Claims.

[BibT_eX]

[DOI]

Jiaqi Lu

William K. Cheung

Proceedings of the 7th IEEE International Conference on Data Science and Advanced Analytics, 2020

DUGRA: Dual-Graph Representation Learning for Health Information Networks.

[BibT_eX]

[DOI]

Qifan Wang

Patrick C. K. Hung

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

Learning Stylometric Representations for Authorship Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2019

Arabic Authorship Attribution: An Extensive Study on Twitter Posts.

[BibT_eX]

[DOI]

ACM Trans. Asian Low Resour. Lang. Inf. Process., 2019

I-MAD: A Novel Interpretable Malware Detector Using Hierarchical Transformer.

[BibT_eX]

[DOI]

CoRR, 2019

Incremental Mining of High Utility Patterns in One Phase by Absence and Legacy-Based Pruning.

[BibT_eX]

[DOI]

IEEE Access, 2019

A Hybrid Framework for Sentiment Analysis Using Genetic Algorithm Based Feature Reduction.

[BibT_eX]

[DOI]

Jahanzeb Maqbool Hashmi

IEEE Access, 2019

Wordnet-Based Criminal Networks Mining for Cybercrime Investigation.

[BibT_eX]

[DOI]

IEEE Access, 2019

Towards a Knowledge-Based Recommender System for Linking Electronic Patient Records With Continuing Medical Education Information at the Point of Care.

[BibT_eX]

[DOI]

IEEE Access, 2019

Asm2Vec: Boosting Static Representation Robustness for Binary Clone Search against Code Obfuscation and Compiler Optimization.

[BibT_eX]

[DOI]

Zeinab Azadeh Kermansaravi

Proceedings of the 2019 IEEE Symposium on Security and Privacy, 2019

Medical Concept Embedding with Multiple Ontological Representations.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Learning Phenotypes and Dynamic Patient Representations via RNN Regularized Collective Non-Negative Tensor Factorization.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Differentially private multidimensional data publishing.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2018

Improving interpretations of topic modeling in microblogs.

[BibT_eX]

[DOI]

J. Assoc. Inf. Sci. Technol., 2018

Opportunistic mining of top-n high utility patterns.

[BibT_eX]

[DOI]

Inf. Sci., 2018

SafePath: Differentially-private publishing of passenger trajectories in transportation systems.

[BibT_eX]

[DOI]

Comput. Networks, 2018

Joint Learning of Phenotypes and Diagnosis-Medication Correspondence via Hidden Interaction Tensor Factorization.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

2017

Investigating the relation between lexical smells and change- and fault-proneness: an empirical study.

[BibT_eX]

[DOI]

Latifa Guerrouj

Softw. Qual. J., 2017

Revealing determinant factors for early breast cancer recurrence by decision tree.

[BibT_eX]

[DOI]

Rob A. E. M. Tollenaar

Wilma E. Mesker

Jean-Jacques Lebrun

Inf. Syst. Frontiers, 2017

2016

Mining High Utility Patterns in One Phase without Generating Candidates.

[BibT_eX]

[DOI]

Junqiang Liu

IEEE Trans. Knowl. Data Eng., 2016

Privacy-preserving data mashup model for trading person-specific information.

[BibT_eX]

[DOI]

Electron. Commer. Res. Appl., 2016

Kam1n0: MapReduce-based Assembly Clone Search for Reverse Engineering.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Panel: The State of Data: Invited Paper from panelists.

[BibT_eX]

[DOI]

Proceedings of the 20th International Database Engineering & Applications Symposium, 2016

A Study of Children Facial Recognition for Privacy in Smart TV.

[BibT_eX]

[DOI]

Proceedings of the Computational Modeling of Objects Presented in Images. Fundamentals, Methods, and Applications, 2016

2015

Anonymizing Social Network Data for Maximal Frequent-Sharing Pattern Mining.

[BibT_eX]

[DOI]

Proceedings of the Recommendation and Search in Social Networks, 2015

A Visualizable Evidence-Driven Approach for Authorship Attribution.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst. Secur., 2015

Mining known attack patterns from security-related events.

[BibT_eX]

[DOI]

Nicandro Scarabeo

PeerJ Comput. Sci., 2015

Product customization of tablet computers based on the information of online reviews by customers.

[BibT_eX]

[DOI]

Simon Li

Kamrun Nahar

J. Intell. Manuf., 2015

Preface.

[BibT_eX]

[DOI]

Dominik Slezak

William Kwok-Wai Cheung

Fundam. Informaticae, 2015

E-mail authorship attribution using customized associative classification.

[BibT_eX]

[DOI]

Michael R. Schmid

Digit. Investig., 2015

Scalable code clone search for malware analysis.

[BibT_eX]

[DOI]

Mohammad Reza Farhadi

Digit. Investig., 2015

Fusion: Privacy-Preserving Distributed Protocol for High-Dimensional Data Mashup.

[BibT_eX]

[DOI]

Proceedings of the 21st IEEE International Conference on Parallel and Distributed Systems, 2015

Parallel Eclat for Opportunistic Mining of Frequent Itemsets.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 2015

Secure Outsourced Frequent Pattern Mining by Fully Homomorphic Encryption.

[BibT_eX]

[DOI]

Proceedings of the Big Data Analytics and Knowledge Discovery, 2015

2014

Correlated network data publication via differential privacy.

[BibT_eX]

[DOI]

VLDB J., 2014

\(m\) -Privacy for Collaborative Data Publishing.

[BibT_eX]

[DOI]

Slawomir Goryczka

Li Xiong

Abdur Rahman Mohd Abul Basher

IEEE Trans. Knowl. Data Eng., 2014

Secure Two-Party Differentially Private Data Release for Vertically Partitioned Data.

[BibT_eX]

[DOI]

IEEE Trans. Dependable Secur. Comput., 2014

Analyzing topics and authors in chat logs for crime investigation.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2014

Quantifying the costs and benefits of privacy-preserving health data publishing.

[BibT_eX]

[DOI]

Rui Chen

Siu Man Lui

J. Biomed. Informatics, 2014

Privacy-preserving trajectory stream publishing.

[BibT_eX]

[DOI]

Khalil Al-Hussaeni

William K. Cheung

Data Knowl. Eng., 2014

BinClone: Detecting Code Clones in Malware.

[BibT_eX]

[DOI]

Mohammad Reza Farhadi

Proceedings of the Eighth International Conference on Software Security and Reliability, 2014

Privacy-Preserving Medical Reports Publishing for Cluster Analysis.

[BibT_eX]

[DOI]

Ali K. Hmood

Proceedings of the 6th International Conference on New Technologies, Mobility and Security, 2014

D-Mash: A Framework for Privacy-Preserving Data-as-a-Service Mashups.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE 7th International Conference on Cloud Computing, Anchorage, AK, USA, June 27, 2014

2013

Privacy-preserving heterogeneous health data sharing.

[BibT_eX]

[DOI]

J. Am. Medical Informatics Assoc., 2013

A unified data mining solution for authorship analysis in anonymous textual communications.

[BibT_eX]

[DOI]

Inf. Sci., 2013

Privacy-preserving trajectory data publishing by local suppression.

[BibT_eX]

[DOI]

Inf. Sci., 2013

Subject-based semantic document clustering for digital forensic investigations.

[BibT_eX]

[DOI]

Gaby G. Dagher

Data Knowl. Eng., 2013

Modeling, extraction, and transformation of semantics in computer aided engineering systems.

[BibT_eX]

[DOI]

Adv. Eng. Informatics, 2013

Preserving privacy and frequent sharing patterns for social network data publishing.

[BibT_eX]

[DOI]

Yan'an Jin

Jiaming Li

Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

2012

Service-Oriented Architecture for High-Dimensional Private Data Mashup.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2012

Mining criminal networks from unstructured text documents.

[BibT_eX]

[DOI]

Digit. Investig., 2012

Privacy Preserving Record Linkage via grams Projections

[BibT_eX]

[DOI]

CoRR, 2012

Mining Criminal Networks from Chat Log.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Web Intelligence, 2012

Secure Distributed Framework for Achieving ε-Differential Privacy.

[BibT_eX]

[DOI]

Proceedings of the Privacy Enhancing Technologies - 12th International Symposium, 2012

Differentially private transit data publication: a case study on the montreal transportation system.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Direct Discovery of High Utility Itemsets without Candidate Generation.

[BibT_eX]

[DOI]

Junqiang Liu

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Frequent grams based embedding for privacy preserving record linkage.

[BibT_eX]

[DOI]

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011

Anonymity meets game theory: secure data integration with malicious participants.

[BibT_eX]

[DOI]

Noman Mohammed

VLDB J., 2011

Publishing Set-Valued Data via Differential Privacy.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2011

Differentially Private Trajectory Data Publication

[BibT_eX]

[DOI]

Rui Chen

Bipin C. Desai

CoRR, 2011

Verification of data pattern for interactive privacy preservation model.

[BibT_eX]

[DOI]

Proceedings of the 2011 ACM Symposium on Applied Computing (SAC), TaiChung, Taiwan, March 21, 2011

Towards discovering criminal communities from textual data.

[BibT_eX]

[DOI]

Rabeah Al-Zaidy

Amr M. Youssef

Proceedings of the 2011 ACM Symposium on Applied Computing (SAC), TaiChung, Taiwan, March 21, 2011

Differentially private data release for data mining.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

Service-oriented architecture for sharing private spatial-temporal data.

[BibT_eX]

[DOI]

Hani AbuSharkh

Proceedings of the 2011 International Conference on Cloud and Service Computing, 2011

2010

Centralized and Distributed Anonymization for High-Dimensional Healthcare Data.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2010

Mining writeprints from anonymous e-mails for forensic investigation.

[BibT_eX]

[DOI]

Digit. Investig., 2010

Privacy-preserving data publishing: A survey of recent developments.

[BibT_eX]

[DOI]

ACM Comput. Surv., 2010

e-mail authorship verification for forensic investigation.

[BibT_eX]

[DOI]

Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

Anonymizing data with quasi-sensitive attribute values.

[BibT_eX]

[DOI]

Pu Shi

Li Xiong

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009

Hierarchical Document Clustering.

[BibT_eX]

[DOI]

Martin Ester

Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

Privacy-preserving data publishing for cluster analysis.

[BibT_eX]

[DOI]

Data Knowl. Eng., 2009

Privacy protection for RFID data.

[BibT_eX]

[DOI]

Proceedings of the 2009 ACM Symposium on Applied Computing (SAC), 2009

Anonymizing healthcare data: a case study on the blood transfusion service.

[BibT_eX]

[DOI]

Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

Service-Oriented Architecture for Privacy-Preserving Data Mashup.

[BibT_eX]

[DOI]

Thomas Trojer

Patrick C. K. Hung

Proceedings of the IEEE International Conference on Web Services, 2009

Preserving Privacy for Location-Based Services with Continuous Queries.

[BibT_eX]

[DOI]

Yiming Wang

Lingyu Wang

Proceedings of IEEE International Conference on Communications, 2009

Privacy-preserving data mashup.

[BibT_eX]

[DOI]

Proceedings of the EDBT 2009, 2009

Walking in the crowd: anonymizing trajectory data for pattern analysis.

[BibT_eX]

[DOI]

Noman Mohammed

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

Anonymizing location-based RFID data.

[BibT_eX]

[DOI]

Proceedings of the Canadian Conference on Computer Science & Software Engineering, 2009

2008

A novel approach of mining write-prints for authorship attribution in e-mail forensics.

[BibT_eX]

[DOI]

Digit. Investig., 2008

A framework for privacy-preserving cluster analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Intelligence and Security Informatics, 2008

Publishing Sensitive Transactions for Itemset Utility.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

An Efficient Hybrid Hierarchical Document Clustering Method.

[BibT_eX]

[DOI]

Proceedings of the Fifth International Conference on Fuzzy Systems and Knowledge Discovery, 2008

Anonymity for continuous data publishing.

[BibT_eX]

[DOI]

Proceedings of the EDBT 2008, 2008

2007

Privacy Preserving Data Portals.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Portal Technologies and Applications (2 Volumes), 2007

Anonymizing Classification Data for Privacy Preservation.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2007

Handicapping attacker's confidence: an alternative to k -anonymization.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2007

2006

Document Clustering Method Based on Frequent Co-occurring Words.

[BibT_eX]

[DOI]

Proceedings of the 20st Pacific Asia Conference on Language, Information and Computation, 2006

Anonymizing sequential releases.

[BibT_eX]

[DOI]

Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

2005

Integrating Private Databases for Data Analysis.

[BibT_eX]

[DOI]

Guozhu Dong

Proceedings of the Intelligence and Security Informatics, 2005

Template-Based Privacy Preservation in Classification Problems.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

Top-Down Specialization for Information and Privacy Preservation.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Data Engineering, 2005

2003

Hierarchical Document Clustering using Frequent Itemsets.

[BibT_eX]

[DOI]