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Zhigang Lu

Orcid: 0000-0001-5102-6217

Affiliations:
  • Western Sydney University, School of Computer, Data and Mathematical Sciences, Sydney, NSW, Australia
  • James Cook University, College of Science and Engineering, Townsville, QLD, Australia
  • Macquarie University, School of Computing, Sydney, NSW, Australia (2020 - 2023)
  • University of Adelaide, School of Computer Science, SA, Australia (PhD 2019)


According to our database1, Zhigang Lu authored at least 25 papers between 2015 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Links

Online presence:

On csauthors.net:

Bibliography

2025
Near-Optimal Algorithms for Instance-Level Constrained k-Center Clustering.
[BibTeX]
[DOI]
Longkun Guo
,
Chaoqi Jia
,
Kewen Liao
,
Zhigang Lu
,
Minhui Xue
IEEE Trans. Neural Networks Learn. Syst., October, 2025

PriDM: Effective and Universal Private Data Recovery via Diffusion Models.
[BibTeX]
[DOI]
Shuchao Pang
,
Yihang Rao
,
Zhigang Lu
,
Haichen Wang
,
Yongbin Zhou
,
Minhui Xue
IEEE Trans. Dependable Secur. Comput., 2025

Practical, Private Assurance of the Value of Collaboration via Fully Homomorphic Encryption.
[BibTeX]
[DOI]
Hassan Jameel Asghar
,
Zhigang Lu
,
Zhongrui Zhao
,
Dali Kaafar
Proc. Priv. Enhancing Technol., 2025

GAP-Diff: Protecting JPEG-Compressed Images from Diffusion-based Facial Customization.
[BibTeX]
[DOI]
Haotian Zhu
,
Shuchao Pang
,
Zhigang Lu
,
Yongbin Zhou
,
Minhui Xue
Proceedings of the 32nd Annual Network and Distributed System Security Symposium, 2025

2024
${\sf VeriDIP}$VeriDIP: Verifying Ownership of Deep Neural Networks Through Privacy Leakage Fingerprints.
[BibTeX]
[DOI]
Aoting Hu
,
Zhigang Lu
,
Renjie Xie
,
Minhui Xue
IEEE Trans. Dependable Secur. Comput., 2024

Reconstruction of Differentially Private Text Sanitization via Large Language Models.
[BibTeX]
[DOI]
Shuchao Pang
,
Zhigang Lu
,
Haichen Wang
,
Peng Fu
,
Yongbin Zhou
,
Minhui Xue
,
Bo Li
CoRR, 2024

dp-promise: Differentially Private Diffusion Probabilistic Models for Image Synthesis.
[BibTeX]
[DOI]
Haichen Wang
,
Shuchao Pang
,
Zhigang Lu
,
Yihang Rao
,
Yongbin Zhou
,
Minhui Xue
Proceedings of the 33rd USENIX Security Symposium, 2024

Efficient Constrained K-center Clustering with Background Knowledge.
[BibTeX]
[DOI]
Longkun Guo
,
Chaoqi Jia
,
Kewen Liao
,
Zhigang Lu
,
Minhui Xue
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
VeriDIP: Verifying Ownership of Deep Neural Networks through Privacy Leakage Fingerprints.
[BibTeX]
[DOI]
Aoting Hu
,
Zhigang Lu
,
Renjie Xie
,
Minhui Xue
CoRR, 2023

Practical, Private Assurance of the Value of Collaboration.
[BibTeX]
[DOI]
Hassan Jameel Asghar
,
Zhigang Lu
,
Zhongrui Zhao
,
Dali Kaafar
CoRR, 2023

2022
Augmentation-Based Edge Differentially Private Path Publishing in Networks.
[BibTeX]
[DOI]
Zhigang Lu
,
Hong Shen
IEEE Trans. Netw. Serv. Manag., December, 2022

A Differentially Private Framework for Deep Learning With Convexified Loss Functions.
[BibTeX]
[DOI]
Zhigang Lu
,
Hassan Jameel Asghar
,
Mohamed Ali Kâafar
,
Darren Webb
,
Peter Dickinson
IEEE Trans. Inf. Forensics Secur., 2022

2021
Differentially Private $k$k-Means Clustering With Convergence Guarantee.
[BibTeX]
[DOI]
Zhigang Lu
,
Hong Shen
IEEE Trans. Dependable Secur. Comput., 2021

Trace Recovery: Inferring Fine-grained Trace of Energy Data from Aggregates.
[BibTeX]
[DOI]
Nazim Uddin Sheikh
,
Zhigang Lu
,
Hassan Asghar
,
Mohamed Ali Kâafar
Proceedings of the 18th International Conference on Security and Cryptography, 2021

Trace Recovery: Attacking and Defending the User Privacy in Smart Meter Data Analytics.
[BibTeX]
[DOI]
Nazim Uddin Sheikh
,
Zhigang Lu
,
Hassan Jameel Asghar
,
Mohamed Ali Kâafar
Proceedings of the E-Business and Telecommunications - 18th International Conference, 2021

TableGAN-MCA: Evaluating Membership Collisions of GAN-Synthesized Tabular Data Releasing.
[BibTeX]
[DOI]
Aoting Hu
,
Renjie Xie
,
Zhigang Lu
,
Aiqun Hu
,
Minhui Xue
Proceedings of the CCS '21: 2021 ACM SIGSAC Conference on Computer and Communications Security, Virtual Event, Republic of Korea, November 15, 2021

2020
Differentially Private k-Means Clustering with Guaranteed Convergence.
[BibTeX]
[DOI]
Zhigang Lu
,
Hong Shen
CoRR, 2020

Protect Edge Privacy in Path Publishing with Differential Privacy.
[BibTeX]
[DOI]
Zhigang Lu
,
Hong Shen
CoRR, 2020

2019
A Temporal Caching-Aware Dummy Selection Location Algorithm.
[BibTeX]
[DOI]
Xuejiao Mu
,
Hong Shen
,
Zhigang Lu
Proceedings of the 20th International Conference on Parallel and Distributed Computing, 2019

A Convergent Differentially Private k-Means Clustering Algorithm.
[BibTeX]
[DOI]
Zhigang Lu
,
Hong Shen
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

2017
A New Lower Bound of Privacy Budget for Distributed Differential Privacy.
[BibTeX]
[DOI]
Zhigang Lu
,
Hong Shen
Proceedings of the 18th International Conference on Parallel and Distributed Computing, 2017

Secured Privacy Preserving Data Aggregation with Semi-honest Servers.
[BibTeX]
[DOI]
Zhigang Lu
,
Hong Shen
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

2015
A Faster Algorithm to Build New Users Similarity List in Neighbourhood-based Collaborative Filtering.
[BibTeX]
[DOI]
Zhigang Lu
,
Hong Shen
CoRR, 2015

An accuracy-assured privacy-preserving recommender system for internet commerce.
[BibTeX]
[DOI]
Zhigang Lu
,
Hong Shen
Comput. Sci. Inf. Syst., 2015

A Security-assured Accuracy-maximised Privacy Preserving Collaborative Filtering Recommendation Algorithm.
[BibTeX]
[DOI]
Zhigang Lu
,
Hong Shen
Proceedings of the 19th International Database Engineering & Applications Symposium, 2015


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