By Associate Professor Helen Paik

Books

Hacid H; Outay F; Paik HY; Alloum A; Petrocchi M; Bouadjenek MR; Beheshti A; Liu X; Maaradji A, 2021, Preface

Mecella M; Moha N; Paik HY; Hacid H; Kao O, 2021, Preface

Hacid H; Cellary W; Wang H; Paik HY; Zhou R, 2018, Preface

Hacid H; Cellary W; Wang H; Paik HY; Zhou R, 2018, Preface

Paik H-Y; Lemos AL; Barukh MC; Benatallah B; Natarajan A, 2017, Web Service Implementation and Composition Techniques, Springer

Book Chapters

Paik HY; Liu Y; Lu Q; Kanhere SS, 2024, 'Decentralized Identity Management and Blockchains: Design Patterns and Architectures', in Advances in Information Security, pp. 465 - 491, http://dx.doi.org/10.1007/978-3-031-32146-7_15

Xu J; Paik H-Y; Ngu AHH; Zhan L, 2015, 'Personal Process Description Graph for Describing and Querying Personal Processes', in Lecture Notes in Computer Science, Springer International Publishing, pp. 91 - 103, http://dx.doi.org/10.1007/978-3-319-19548-3_8

Baïna K; Benatallah B; Paik HY; Rutkowska A; Harianto B; Toumani F; Rey C, 2004, 'WS-CatalogNet', in Proceedings 2004 VLDB Conference: The 30th International Conference on Very Large Databases (VLDB), pp. 1325 - 1328, http://dx.doi.org/10.1016/B978-012088469-8.50138-8

Journal articles

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, 'Decentralised Governance for Foundation Model based AI Systems: Exploring the Role of Blockchain in Responsible AI', IEEE Software, 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

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

Lo SK; Lu Q; Wang C; Paik HY; Zhu L, 2021, 'A Systematic Literature Review on Federated Machine Learning: From a Sofware Engineering Perspective', ACM Computing Surveys, 54, http://dx.doi.org/10.1145/3450288

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

Conference Papers

Ariyarathna T; Kanhere SS; Paik H-Y, 2024, 'Poster: Towards Privacy-Preserving Federated Recommendation via Synthetic Interactions', in 2024 IEEE Security and Privacy Workshops (SPW), IEEE, presented at 2024 IEEE Security and Privacy Workshops (SPW), 23 May 2024 - 23 May 2024, http://dx.doi.org/10.1109/spw63631.2024.00037

Ariyarathna T; Mohammady M; Paik H-YH; Kanhere SS, 2024, 'VLIA: Navigating Shadows with Proximity for Highly Accurate Visited Location Inference Attack against Federated Recommendation Models', in Proceedings of the 19th ACM Asia Conference on Computer and Communications Security, ACM, presented at ASIA CCS '24: 19th ACM Asia Conference on Computer and Communications Security, http://dx.doi.org/10.1145/3634737.3657019

Mukta R; Pal S; Mishra S; Paik HY; Kanhere SS; Hitchens M, 2023, 'A Blockchain-Based Interoperable Architecture for IoT with Selective Disclosure of Information', in Proceedings of IEEE Pacific Rim International Symposium on Dependable Computing, PRDC, pp. 53 - 63, http://dx.doi.org/10.1109/PRDC59308.2023.00016

Liu Y; Lu Q; Yu G; Paik HY; Zhu L, 2023, 'A Pattern-Oriented Reference Architecture for Governance-Driven Blockchain Systems', in Proceedings - IEEE 20th International Conference on Software Architecture, ICSA 2023, pp. 23 - 34, http://dx.doi.org/10.1109/ICSA56044.2023.00011

Chia SY; Xu X; Ding M; Smith D; Paik HY; Zhu L, 2023, 'A Selection Model of Privacy Patterns', in Proceedings - IEEE 20th International Conference on Software Architecture, ICSA 2023, pp. 1 - 11, http://dx.doi.org/10.1109/ICSA56044.2023.00009

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