Minxin Du

36 papers A* 7A 1Journal 22Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
FIT: Defying Catastrophic Forgetting in Continual LLM Unlearning.
CoRR
Xiaoyu Xu, Minxin Du, Kun Fang, Zi Liang, Yaxin Xiao, Zhicong Huang, Cheng Hong, Qingqing Ye, Haibo Hu
2026 J jnl
From Domains to Instances: Dual-Granularity Data Synthesis for LLM Unlearning.
CoRR
Xiaoyu Xu, Minxin Du, Zitong Li, Zi Liang, Zhibiao Guo, Shiyu Zhang, Peizhao Hu, Qingqing Ye, Haibo Hu
2025 J jnl
Does Math Reasoning Improve General LLM Capabilities? Understanding Transferability of LLM Reasoning.
CoRR
Maggie Huan, Yuetai Li, Tuney Zheng, Xiaoyu Xu, Seungone Kim, Minxin Du, Radha Poovendran, Graham Neubig, Xiang Yue
2025 A* conf
OBLIVIATE: Robust and Practical Machine Unlearning for Large Language Models.
EMNLP
Xiaoyu Xu, Minxin Du, Qingqing Ye, Haibo Hu
2025 J jnl
OBLIVIATE: Robust and Practical Machine Unlearning for Large Language Models.
CoRR
Xiaoyu Xu, Minxin Du, Qingqing Ye, Haibo Hu
2025 A* conf
SecEmb: Sparsity-Aware Secure Federated Learning of On-Device Recommender System with Large Embedding.
ICML
Peihua Mai, Youlong Ding, Ziyan Lyu, Minxin Du, Yan Pang
2025 J jnl
SecEmb: Sparsity-Aware Secure Federated Learning of On-Device Recommender System with Large Embedding.
CoRR
Peihua Mai, Youlong Ding, Ziyan Lyu, Minxin Du, Yan Pang
2025 J jnl
Unlearning Isn't Deletion: Investigating Reversibility of Machine Unlearning in LLMs.
CoRR
Xiaoyu Xu, Xiang Yue, Yang Liu, Qingqing Ye, Haibo Hu, Minxin Du
2024 J jnl
FastTextDodger: Decision-Based Adversarial Attack Against Black-Box NLP Models With Extremely High Efficiency.
IEEE Trans. Inf. Forensics Secur.
Xiaoxue Hu, Geling Liu, Baolin Zheng, Lingchen Zhao, Qian Wang, Yufei Zhang, Minxin Du
2024 — conf
Machine Unlearning of Pre-trained Large Language Models.
ACL (1)
Jin Yao, Eli Chien, Minxin Du, Xinyao Niu, Tianhao Wang, Zezhou Cheng, Xiang Yue
2024 J jnl
Machine Unlearning of Pre-trained Large Language Models.
CoRR
Jin Yao, Eli Chien, Minxin Du, Xinyao Niu, Tianhao Wang, Zezhou Cheng, Xiang Yue
2024 J jnl
Stealthy and Effective Physical Adversarial Attacks in Autonomous Driving.
IEEE Trans. Inf. Forensics Secur.
Man Zhou, Wenyu Zhou, Jie Huang, Junhui Yang, Minxin Du, Qi Li
2023 J jnl
AdvDDoS: Zero-Query Adversarial Attacks Against Commercial Speech Recognition Systems.
IEEE Trans. Inf. Forensics Secur.
Yunjie Ge, Lingchen Zhao, Qian Wang, Yiheng Duan, Minxin Du
2023 — conf
Cryptography-Inspired Federated Learning for Generative Adversarial Networks and Meta Learning.
ADMA (2)
Yu Zheng, Wei Song, Minxin Du, Sherman S. M. Chow, Qian Lou, Yongjun Zhao, Xiuhua Wang
2023 A* conf
DP-Forward: Fine-tuning and Inference on Language Models with Differential Privacy in Forward Pass.
CCS
Minxin Du, Xiang Yue, Sherman S. M. Chow, Tianhao Wang, Chenyu Huang, Huan Sun
2023 J jnl
DP-Forward: Fine-tuning and Inference on Language Models with Differential Privacy in Forward Pass.
CoRR
Minxin Du, Xiang Yue, Sherman S. M. Chow, Tianhao Wang, Chenyu Huang, Huan Sun
2023 A* conf
Sanitizing Sentence Embeddings (and Labels) for Local Differential Privacy.
WWW
Minxin Du, Xiang Yue, Sherman S. M. Chow, Huan Sun
2023 J jnl
Shielding Graph for eXact Analytics With SGX.
IEEE Trans. Dependable Secur. Comput.
Minxin Du, Peipei Jiang, Qian Wang, Sherman S. M. Chow, Lingchen Zhao
2022 A conf
Encrypted video search: scalable, modular, and content-similar.
MMSys
Yu Zheng, Heng Tian, Minxin Du, Chong Fu
2022 J jnl
GraphShield: Dynamic Large Graphs for Secure Queries With Forward Privacy.
IEEE Trans. Knowl. Data Eng.
Minxin Du, Shuangke Wu, Qian Wang, Dian Chen, Peipei Jiang, Aziz Mohaisen
2021 — conf
Differential Privacy for Text Analytics via Natural Text Sanitization.
ACL/IJCNLP (Findings)
Xiang Yue, Minxin Du, Tianhao Wang, Yaliang Li, Huan Sun, Sherman S. M. Chow
2021 J jnl
Differential Privacy for Text Analytics via Natural Text Sanitization.
CoRR
Xiang Yue, Minxin Du, Tianhao Wang, Yaliang Li, Huan Sun, Sherman S. M. Chow
2021 J jnl
Secure Prediction of Neural Network in the Cloud.
IEEE Netw.
Minghui Li, Yuejing Yan, Qian Wang, Minxin Du, Zhan Qin, Cong Wang
2020 J jnl
Optimizing Privacy-Preserving Outsourced Convolutional Neural Network Predictions.
CoRR
Minghui Li, Sherman S. M. Chow, Shengshan Hu, Yuejing Yan, Minxin Du, Zhibo Wang
2020 — conf
Stargazing in the Dark: Secure Skyline Queries with SGX.
DASFAA (3)
Jiafan Wang, Minxin Du, Sherman S. M. Chow
2019 J jnl
ARMOR: A Secure Combinatorial Auction for Heterogeneous Spectrum.
IEEE Trans. Mob. Comput.
Yanjiao Chen, Xin Tian, Qian Wang, Minghui Li, Minxin Du, Qi Li
2019 J jnl
VeriML: Enabling Integrity Assurances and Fair Payments for Machine Learning as a Service.
CoRR
Lingchen Zhao, Qian Wang, Cong Wang, Qi Li, Chao Shen, Xiaodong Lin, Shengshan Hu, Minxin Du
2018 A* conf
InstantCryptoGram: Secure Image Retrieval Service.
INFOCOM
Minghui Li, Mingxue Zhang, Qian Wang, Sherman S. M. Chow, Minxin Du, Yanjiao Chen, Chenliang Li
2018 J jnl
Outsourced Biometric Identification With Privacy.
IEEE Trans. Inf. Forensics Secur.
Shengshan Hu, Minghui Li, Qian Wang, Sherman S. M. Chow, Minxin Du
2018 J jnl
Privacy-Preserving Collaborative Model Learning: The Case of Word Vector Training.
IEEE Trans. Knowl. Data Eng.
Qian Wang, Minxin Du, Xiuying Chen, Yanjiao Chen, Pan Zhou, Xiaofeng Chen, Xinyi Huang
2018 J jnl
Privacy-Preserving Indexing and Query Processing for Secure Dynamic Cloud Storage.
IEEE Trans. Inf. Forensics Secur.
Minxin Du, Qian Wang, Meiqi He, Jian Weng
2018 J jnl
Searchable Encryption over Feature-Rich Data.
IEEE Trans. Dependable Secur. Comput.
Qian Wang, Meiqi He, Minxin Du, Sherman S. M. Chow, Russell W. F. Lai, Qin Zou
2017 A* conf
Learning privately: Privacy-preserving canonical correlation analysis for cross-media retrieval.
INFOCOM
Qian Wang, Shengshan Hu, Minxin Du, Jingjun Wang, Kui Ren
2017 — conf
SecGDB: Graph Encryption for Exact Shortest Distance Queries with Efficient Updates.
Financial Cryptography
Qian Wang, Kui Ren, Minxin Du, Qi Li, Aziz Mohaisen
2016 A* conf
Catch me in the dark: Effective privacy-preserving outsourcing of feature extractions over image data.
INFOCOM
Qian Wang, Shengshan Hu, Kui Ren, Jingjun Wang, Zhibo Wang, Minxin Du
2015 — conf
CloudBI: Practical Privacy-Preserving Outsourcing of Biometric Identification in the Cloud.
ESORICS (2)
Qian Wang, Shengshan Hu, Kui Ren, Meiqi He, Minxin Du, Zhibo Wang