By Associate Professor Helen Paik

Journal articles

Ariyarathna T; Mohommady M; Paik H-Y; Kanhere SS, 2024, 'DeepSneak: User GPS Trajectory Reconstruction from Federated Route Recommendation Models', ACM Transactions on Intelligent Systems and Technology, http://dx.doi.org/10.1145/3670412

Züfle A; Salim F; Anderson T; Scotch M; Xiong L; Sokol K; Xue H; Kong R; Heslop D; Paik HY; Macintyre CR, 2024, 'Leveraging Simulation Data to Understand Bias in Predictive Models of Infectious Disease Spread', ACM Transactions on Spatial Algorithms and Systems, 10, http://dx.doi.org/10.1145/3660631

Zhang T; Rabhi F; Chen X; Paik HY; MacIntyre CR, 2024, 'A machine learning-based universal outbreak risk prediction tool', Computers in Biology and Medicine, 169, http://dx.doi.org/10.1016/j.compbiomed.2023.107876

Liu Y; Lu Q; Zhu L; Paik HY, 2024, 'Decentralized Governance-Driven Architecture for Designing Foundation-Model-Based Systems: Exploring the Role of Blockchain in Responsible AI', IEEE Software, 41, pp. 34 - 42, http://dx.doi.org/10.1109/MS.2024.3369551

Lee SU; Paik HY; Kanhere SS, 2024, 'Human-Sensing Platforms and Ethical Considerations Throughout Their Data Life-Cycles', IEEE Internet of Things Magazine, 7, pp. 66 - 73, http://dx.doi.org/10.1109/IOTM.001.2300148

Krul E; Paik H-Y; Ruj S; Kanhere SS, 2024, 'SoK: Trusting Self-Sovereign Identity', Proceedings on Privacy Enhancing Technologies, 2024, pp. 297 - 313, http://dx.doi.org/10.56553/popets-2024-0079

Shanmugarasa Y; Paik HY; Kanhere SS; Zhu L, 2023, 'A systematic review of federated learning from clients’ perspective: challenges and solutions', Artificial Intelligence Review, 56, pp. 1773 - 1827, http://dx.doi.org/10.1007/s10462-023-10563-8

Wang X; Yao L; Wang X; Paik HY; Wang S, 2023, 'Uncertainty Estimation With Neural Processes for Meta-Continual Learning', IEEE Transactions on Neural Networks and Learning Systems, 34, pp. 6887 - 6897, http://dx.doi.org/10.1109/TNNLS.2022.3215633

Liu Y; Lu Q; Zhu L; Paik HY; Staples M, 2023, 'A systematic literature review on blockchain governance', Journal of Systems and Software, 197, http://dx.doi.org/10.1016/j.jss.2022.111576

MacIntyre CR; Chen X; Kunasekaran M; Quigley A; Lim S; Stone H; Paik HY; Yao L; Heslop D; Wei W; Sarmiento I; Gurdasani D, 2023, 'Artificial intelligence in public health: the potential of epidemic early warning systems', Journal of International Medical Research, 51, http://dx.doi.org/10.1177/03000605231159335

Lo SK; Liu Y; Lu Q; Wang C; Xu X; Paik HY; Zhu L, 2023, 'Toward Trustworthy AI: Blockchain-Based Architecture Design for Accountability and Fairness of Federated Learning Systems', IEEE Internet of Things Journal, 10, pp. 3276 - 3284, http://dx.doi.org/10.1109/JIOT.2022.3144450

Liu Y; Lu Q; Yu G; Paik HY; Zhu L, 2022, 'Defining blockchain governance principles: A comprehensive framework', Information Systems, 109, http://dx.doi.org/10.1016/j.is.2022.102090

Wu HY; Yang X; Yue C; Paik HY; Kanhere SS, 2022, 'Chain or DAG? Underlying data structures, architectures, topologies and consensus in distributed ledger technology: A review, taxonomy and research issues', Journal of Systems Architecture, 131, http://dx.doi.org/10.1016/j.sysarc.2022.102720

Lo SK; Lu Q; Zhu L; Paik HY; Xu X; Wang C, 2022, 'Architectural patterns for the design of federated learning systems', Journal of Systems and Software, 191, http://dx.doi.org/10.1016/j.jss.2022.111357

Lo SK; Lu Q; Wang C; Paik HY; Zhu L, 2022, 'A Systematic Literature Review on Federated Machine Learning: From a Sofware Engineering Perspective', ACM Computing Surveys, 54, http://dx.doi.org/10.1145/3450288

Mukta R; Paik HY; Lu Q; Kanhere SS, 2022, 'A survey of data minimisation techniques in blockchain-based healthcare', Computer Networks, 205, http://dx.doi.org/10.1016/j.comnet.2022.108766

Salama U; Yao L; Paik HY, 2022, 'A Multilevel Collective Framework for Internet of Things Digital Forensic Investigation', Computer, 55, pp. 44 - 53, http://dx.doi.org/10.1109/MC.2021.3095492

Shanmugarasa Y; Paik HY; Kanhere SS; Zhu L, 2022, 'Automated Privacy Preferences for Smart Home Data Sharing Using Personal Data Stores', IEEE Security and Privacy, 20, pp. 12 - 22, http://dx.doi.org/10.1109/MSEC.2021.3106056

Zhang T; Rabhi F; Behnaz A; Chen X; Paik HY; Yao L; MacIntyre CR, 2022, 'Use of automated machine learning for an outbreak risk prediction tool', Informatics in Medicine Unlocked, 34, http://dx.doi.org/10.1016/j.imu.2022.101121

Fan Y; Wu H; Paik HY, 2021, 'DR-BFT: A consensus algorithm for blockchain-based multi-layer data integrity framework in dynamic edge computing system', Future Generation Computer Systems, 124, pp. 33 - 48, http://dx.doi.org/10.1016/j.future.2021.04.020

Malecki N; Paik H-Y; Ignjatovic A; Blair A; Bertino E, 2021, 'Simeon -- Secure Federated Machine Learning Through Iterative Filtering', , http://arxiv.org/abs/2103.07704v1

Liu Y; Lu Q; Paik HY; Xu X; Chen S; Zhu L, 2020, 'Design Pattern as a Service for Blockchain-Based Self-Sovereign Identity', IEEE Software, 37, pp. 30 - 36, http://dx.doi.org/10.1109/MS.2020.2992783

Satyal S; Weber I; Paik HY; Di Ciccio C; Mendling J, 2019, 'Business process improvement with the AB-BPM methodology', Information Systems, 84, pp. 283 - 298, http://dx.doi.org/10.1016/j.is.2018.06.007

Rastan R; Paik HY; Shepherd J, 2019, 'TEXUS: A unified framework for extracting and understanding tables in PDF documents', Information Processing and Management, 56, pp. 895 - 918, http://dx.doi.org/10.1016/j.ipm.2019.01.008

Anand R; Paik H-Y; Wang C, 2019, 'Integrating and querying similar tables from PDF documents using deep learning',

Paik HY; Xu X; Bandara HMND; Lee SU; Lo SK, 2019, 'Analysis of data management in blockchain-based systems: From architecture to governance', IEEE Access, 7, pp. 186091 - 186107, http://dx.doi.org/10.1109/ACCESS.2019.2961404

Salama U; Yao L; Paik HY, 2018, 'An internet of things based multi-level privacy-preserving access control for smart living', Informatics, 5, http://dx.doi.org/10.3390/informatics5020023

Weber I; Paik HY; Benatallah B, 2013, 'Form-based web service composition for domain experts', ACM Transactions on the Web, 8, http://dx.doi.org/10.1145/2542168

Hoang DD; Paik H-Y; Kim C-K, 2012, 'Service-Oriented Middleware Architectures for Cyber-Physical', INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 12, pp. 79 - 87, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000217367500012&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1

Lee H; Lim S; Paik H, 2010, 'An assessment of fire-damaged forest using spatial analysis techniques', Journal of Spatial Science, 55, pp. 289 - 301, http://dx.doi.org/10.1080/14498596.2010.524144

Ngu AH; Ngu AH; Sheng QZ; Paik H, 2010, 'Semantic-based Mashup of Composite Applications', IEEE Transactions on Services Computing, 3, pp. 2 - 15, http://dx.doi.org/10.1109/TSC.2010.8

Di Lorenzo G; Hacid H; Paik H; Benatallah B, 2009, 'Data integration in mashups', Sigmod Record, 38, pp. 59 - 66, http://portal.acm.org/citation.cfm?doid=1558334.1558343

Brown RR; Paik H, 2009, 'Multi-faceted visualisation of worklists', Logic Programming, 21st International Conference, 5480/2009, pp. 153 - 178, http://dx.doi.org/10.1007/978-3-642-00685-2_6

Paik H; Mouaddib N; Benatallah B; Toumani F; Hassan M, 2006, 'Building and Querying e-Catalog Networks Using P2P and Data Summarisation Techniques', Journal of Intelligent Information Systems, 26, pp. 7 - 24

Benatallah B; Hacid M; Paik H; Rey C; Toumani FD, 2006, 'Towards semantic-driven, flexible and scalable framework for peering and querying e-catalog communities', Information Systems, 31, pp. 266 - 294

Paik H; Benatallah B; Toumani FD, 2005, 'Toward self-organizing service communities', IEEE Transactions on Systems Man and Cybernetics Part A - Systems and Humans, 35, pp. 408 - 419

Paik H; Benatallah B, 2002, 'Building Adaptive E-Catalog Communities Based on User Interaction Patterns', IEEE Intelligent Systems, pp. 44 - 52

Benatallah B; Paik H; Hamadi R, 2002, 'Dynamic Restructuring of E-Catalog Communities Based on User Interaction Patterns', International Journal of World Wide Web, pp. 325 - 366

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