Publications

Journal articles, reports and conference material from the Data61 Software and Computational Systems program's research groups and leaders published in the CSIRO Research Publications Repository.

Software Systems

Process Mining on Blockchain Data: A Case Study of Augur

Hobeck, Richard; Klinkmueller, Christopher; Bandara, Dilum; Weber, Ingo; van der Aalst, Wil. Process Mining on Blockchain Data: A Case Study of Augur. In: International Conference on Business Process Management; Rome, Italy. Springer; 2021. 306-323.
https://doi.org/10.1007/978-3-030-85469-0_20
Access: Public
Record Identifier: csiro:EP211406

A Method for Debugging Process Discovery Pipelines to Analyze the Consistency of Discovery Insights

Klinkmueller, Christopher; Seeliger, Alexander; Mueller, Richard; Pufahl, Luise; Weber, Ingo. A Method for Debugging Process Discovery Pipelines to Analyze the Consistency of Discovery Insights. In: International Conference on Business Process Management; Rome, Italy. Springer; 2021. 65-84.
https://doi.org/10.1007/978-3-030-85469-0_7
Access: Public
Record Identifier: csiro:EP211405

An Accurate Negative Survey Using Answer Confidence Level

Cai, Borui; Huang, Guanyan; Chi, Chi-Hung; Liu, Ran; Shu, Yanfeng. An Accurate Negative Survey Using Answer Confidence Level. IEEE Transactions on Dependable and Secure Computing. 2021; 18(4):1882-1892.
https://doi.org/10.1109/TDSC.2019.2941197
Access: Public
Record Identifier: csiro:EP20037

Showing 3 out of 218 publications.


Distributed Systems Security

Practical Post-Quantum Few-Time Verifiable Random Function with Applications to Algorand

Esgin, Muhammed; Kuchta, Veronika; Sakzad, Amin; Steinfeld, Ron; Zhang, Zhenfei; Sun, Shi-Feng; et al. Practical Post-Quantum Few-Time Verifiable Random Function with Applications to Algorand. In: Financial Cryptography and Data Security; Grenada. Springer-Verlag; 2021. 560-578.
https://doi.org/10.1007/978-3-662-64331-0_29
Access: Public
Record Identifier: csiro:EP208409

Multi-client Cloud-based Symmetric Searchable Encryption

Kasra Kermanshahi, Shabnam; Liu, Joseph; Steinfeld, Ron; Nepal, Surya; Lai, Shangqi; Loh, Randolph; et al. Multi-client Cloud-based Symmetric Searchable Encryption. IEEE Transactions on Dependable and Secure Computing. 2021; 18(5):2419-2437.
https://doi.org/10.1109/TDSC.2019.2950934
Access: Public
Record Identifier: csiro:EP18087

Peeler: Profiling Kernel-Level Events to Detect Ransomware

Ahmed, Ejaz; Hyoungshick, Kim; Camtepe, Seyit; Nepal, Surya. Peeler: Profiling Kernel-Level Events to Detect Ransomware. In: The 26th European Symposium on Research in Computer Security (ESORICS) 2021; 04 to end of 08 Oct 2021; Virtual. The 26th European Symposium on Research in Computer Security (ESORICS) 2021; 2021. 20.
http://hdl.handle.net/102.100.100/421835?index=1
Access: Public
Record Identifier: csiro:EP21784

Showing 3 out of 275 publications.


Computational Platforms

Data driven global weather predictions at high resolutions

Taylor, John; Larraondo, Pablo; de Supinski, Bronis. Data driven global weather predictions at high resolutions. The International Journal of High Performance Computing Applications. 2021. 1-11.
https://doi.org/10.1177/10943420211039818
Access: Public
Record Identifier: csiro:EP211131

A not-too-technical introduction to the HCAS v2.x mechanics: a revised method for mapping habitat condition across Australia

Lehmann, Eric; Williams, Kristen; Harwood, Tom; Ferrier, Simon. A not-too-technical introduction to the HCAS v2.x mechanics: a revised method for mapping habitat condition across Australia. Canberra, ACT, Australia: CSIRO; 2021.
https://doi.org/10.25919/ek91-wj41
Access: Public
Record Identifier: csiro:EP211609

Recent Advancement of Deep Learning Applications to Machine Condition Monitoring Part 2 – Supplement Views and a Case Study

Wang, Wenyi; Taylor, John; Rees, Rob. Recent Advancement of Deep Learning Applications to Machine Condition Monitoring Part 2 – Supplement Views and a Case Study. Acoustics Australia. 2021. 1-8.
https://doi.org/10.1007/s40857-021-00235-4
Access: Public
Record Identifier: csiro:EP21915

Showing 3 out of 162 publications.


Information Security And Privacy

Privacy Preservation in Location-Based Services: A Novel Metric and Attack Model

Shaham, Sina; Ding, Ming; Liu, Bo; Dang, Shuping; Lin, Zihuai; Li, Jun. Privacy Preservation in Location-Based Services: A Novel Metric and Attack Model. IEEE Transactions on Mobile Computing. 2021; 20(10):3006-3019.
https://doi.org/10.1109/TMC.2020.2993599
Access: Public
Record Identifier: csiro:EP183732

Privacy Preserving Location Data Publishing: A Machine Learning Approach

Shaham, Sina; Ding, Ming; Liu, Bo; Dang, Shuping; Lin, Zihuai; Li, Jun. Privacy Preserving Location Data Publishing: A Machine Learning Approach. IEEE Transactions on Knowledge and Data Engineering. 2021; 33(9):3270 - 3283.
https://doi.org/10.1109/TKDE.2020.2964658
Access: Public
Record Identifier: csiro:EP20663

BEdgeHealth: A Decentralized Architecture for Edge-based IoMT Networks Using Blockchain

Nguyen, Dinh; Pathirana, Pubudu; Ding, Ming; Seneviratne, Aruna. BEdgeHealth: A Decentralized Architecture for Edge-based IoMT Networks Using Blockchain. IEEE Internet of Things Journal. 2021; 8(14):11743 - 11757.
https://doi.org/10.1109/JIOT.2021.3058953
Access: Public
Record Identifier: csiro:EP21605

Showing 3 out of 175 publications.


Recent journal articles by Dr Liming Zhu

AI Engineering: Thinking and Development Practice Pattern for Responsible AI

Chen, Pin; Zhu, Liming; Chen, Shiping. AI Engineering: Thinking and Development Practice Pattern for Responsible AI . Sydney: CSIRO; 2021.
http://hdl.handle.net/102.100.100/432796?index=1
Access: Public
Record Identifier: csiro:EP2021-3410

A Systematic Literature Review on Federated Machine Learning: From A Software Engineering Perspective

Lo, Kit; Lu, Qinghua; Wang, Chen; Paik, Helen; Zhu, Liming. A Systematic Literature Review on Federated Machine Learning: From A Software Engineering Perspective. ACM Computing Surveys. 2021; 54(5):article 95.
https://doi.org/10.1145/3450288
Access: Public
Record Identifier: csiro:EP208396

Integrated Model-Driven Engineering of Blockchain Applications for Business Processes and Asset Management

Lu, Qinghua; Tran, An Binh; Weber, Ingo; O'Connor, Hugo; Rimba, Paul; Xu, Sherry; et al. Integrated Model-Driven Engineering of Blockchain Applications for Business Processes and Asset Management. Software: Practice and Experience. 2021; 51(5):1059-1079.
https://doi.org/10.1002/spe.2931
Access: Public
Record Identifier: csiro:EP208553

Showing 3 out of 142 publications.