Zhigang Lu

According to our database, Zhigang Lu authored at least 21 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

${\sf VeriDIP}$VeriDIP: Verifying Ownership of Deep Neural Networks Through Privacy Leakage Fingerprints.

Aoting Hu, Zhigang Lu, Renjie Xie, Minhui Xue

IEEE Trans. Dependable Secur. Comput., 2024

Reconstruction of Differentially Private Text Sanitization via Large Language Models.

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.

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.

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.

Aoting Hu, Zhigang Lu, Renjie Xie, Minhui Xue

CoRR, 2023

Practical, Private Assurance of the Value of Collaboration.

Hassan Jameel Asghar, Zhigang Lu, Zhongrui Zhao, Dali Kaafar

CoRR, 2023

2022

Augmentation-Based Edge Differentially Private Path Publishing in Networks.

Zhigang Lu, Hong Shen

IEEE Trans. Netw. Serv. Manag., December, 2022

A Differentially Private Framework for Deep Learning With Convexified Loss Functions.

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.

Zhigang Lu, Hong Shen

IEEE Trans. Dependable Secur. Comput., 2021

Trace Recovery: Inferring Fine-grained Trace of Energy Data from Aggregates.

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.

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.

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.

Zhigang Lu, Hong Shen

CoRR, 2020

Protect Edge Privacy in Path Publishing with Differential Privacy.

Zhigang Lu, Hong Shen

CoRR, 2020

2019

A Temporal Caching-Aware Dummy Selection Location Algorithm.

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.

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.

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.

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.

Zhigang Lu, Hong Shen

CoRR, 2015

An accuracy-assured privacy-preserving recommender system for internet commerce.

Zhigang Lu, Hong Shen

Comput. Sci. Inf. Syst., 2015

A Security-assured Accuracy-maximised Privacy Preserving Collaborative Filtering Recommendation Algorithm.

Zhigang Lu, Hong Shen

Proceedings of the 19th International Database Engineering & Applications Symposium, 2015