Peiyi Han

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 39

Top Topics

Machine Learning

Encryption Scheme

Partial Knowledge

Top Venues

Future Gener. Comput. Syst.

Publications

Yuhao Zhang, Shaoming Duan, Xinyu Zha, Jinhang Su, Peiyi Han, Chuanyi Liu
FEDKA: Federated Knowledge Augmentation for Multi-Center Medical Image Segmentation on non-IID Data. ICASSP (2024)
Tianyu He, Peiyi Han, Shaoming Duan, Zirui Wang, Wentai Wu, Chuanyi Liu, Jianrun Han
Generative data augmentation with differential privacy for non-IID problem in decentralized clinical machine learning. Future Gener. Comput. Syst. 160 (2024)
Wenxin Mao, Ruiqi Wang, Jiyu Guo, Jichuan Zeng, Cuiyun Gao, Peiyi Han, Chuanyi Liu
Enhancing Text-to-SQL Parsing through Question Rewriting and Execution-Guided Refinement. ACL (Findings) (2024)
Wenbo Xu, Liang Yan, Peiyi Han, Haifeng Zhu, Chuanyi Liu, Shaoming Duan, Cuiyun Gao, Yingwei Liang
TCSR-SQL: Towards Table Content-aware Text-to-SQL with Self-retrieval. CoRR (2024)
Wenjian Luo, Licai Zhang, Yulin Wu, Chuanyi Liu, Peiyi Han, Rongfei Zhuang
Capacity Abuse Attack of Deep Learning Models Without Need of Label Encodings. IEEE Trans. Artif. Intell. 5 (2) (2024)
Yongkang Luo, Peiyi Han, Wenjian Luo, Shaocong Xue, Kesheng Chen, Linqi Song
A Framework of Large-Scale Peer-to-Peer Learning System. ICONIP (2) (2023)
Chunkai Zhang, Xinyu Wang, Hongye Zhang, Jiahua Zhang, Hanyu Zhang, Chuanyi Liu, Peiyi Han
LayerLog: Log sequence anomaly detection based on hierarchical semantics. Appl. Soft Comput. 132 (2023)
Shaoming Duan, Chuanyi Liu, Peiyi Han, Xiaopeng Jin, Xinyi Zhang, Tianyu He, Hezhong Pan, Xiayu Xiang
HT-Fed-GAN: Federated Generative Model for Decentralized Tabular Data Synthesis. Entropy 25 (1) (2023)
Chunkai Zhang, Xinyu Wang, Jiahua Zhang, Shaocong Li, Hanyu Zhang, Chuanyi Liu, Peiyi Han
VESC: a new variational autoencoder based model for anomaly detection. Int. J. Mach. Learn. Cybern. 14 (3) (2023)
Wenbo Xu, Peiyi Han, Shaoming Duan, Chuanyi Liu
FIGAT: Accurately Classify Individual Crime Risks With Multi-Information Fusion. IEEE Trans. Serv. Comput. 16 (3) (2023)
Shaoming Duan, Chuanyi Liu, Zhengsheng Cao, Xiaopeng Jin, Peiyi Han
Fed-DR-Filter: Using global data representation to reduce the impact of noisy labels on the performance of federated learning. Future Gener. Comput. Syst. 137 (2022)
Wenjian Luo, Licai Zhang, Peiyi Han, Chuanyi Liu, Rongfei Zhuang
Taking Away Both Model and Data: Remember Training Data by Parameter Combinations. IEEE Trans. Emerg. Top. Comput. Intell. 6 (6) (2022)
Zirui Wang, Shaoming Duan, Chengyue Wu, Wenhao Lin, Xinyu Zha, Peiyi Han, Chuanyi Liu
Generative Data Augmentation for Non-IID Problem in Decentralized Clinical Machine Learning. CoRR (2022)
Shaoming Duan, Chuanyi Liu, Peiyi Han, Tianyu He, Yifeng Xu, Qiyuan Deng
Fed-TDA: Federated Tabular Data Augmentation on Non-IID Data. CoRR (2022)
Peiyi Han, Yunzhe Guo, Shaoming Duan, Chuanyi Liu, Yuxing Zhou
Towards Privacy-Preserving Computation on Gene: Construct Covid-19 Phylogenetic Tree using Homomorphic Encryption. ICDIS (2022)
Chunkai Zhang, Xiaofeng Luo, Peiyi Han
On-manifold adversarial attack based on latent space substitute model. Comput. Secur. 120 (2022)
Zirui Wang, Shaoming Duan, Chengyue Wu, Wenhao Lin, Xinyu Zha, Peiyi Han, Chuanyi Liu
Generative Data Augmentation for Non-IID Problem in Decentralized Clinical Machine Learning. ICDIS (2022)
Xianzhe Yu, Peiyi Han, Chuanyi Liu, Shaoming Duan, Hezhong Pan, Xiayu Xiang
FIGAT: Accurately Predict Individual Crime Risks with Multi-information Fusion. DSC (2021)
Xiayu Xiang, Shaoming Duan, Hezhong Pan, Peiyi Han, Chuanyi Liu
Sampled Data Debugging via Fuzzy C-Means. DSC (2021)
Chunkai Zhang, Xinyu Wang, Hongye Zhang, Hanyu Zhang, Peiyi Han
Log Sequence Anomaly Detection Based on Local Information Extraction and Globally Sparse Transformer Model. IEEE Trans. Netw. Serv. Manag. 18 (4) (2021)
Chunkai Zhang, Wei Zuo, Shaocong Li, Xuan Wang, Peiyi Han, Chuanyi Liu
Reconstruct Anomaly to Normal: Adversarially Learned and Latent Vector-Constrained Autoencoder for Time-Series Anomaly Detection. PRICAI (2) (2021)
Chunkai Zhang, Xin Guo, Yepeng Deng, Xuan Wang, Peiyi Han, Chuanyi Liu, Hanyu Zhang
An efficient general black-box adversarial attack approach based on multi-objective optimization for high dimensional images. Comput. Electr. Eng. 95 (2021)
Xunan Gao, Peiyi Han, Chuanyi Liu, Shaoming Duan, Hezhong Pan, Xiayu Xiang
PRFP: Privacy-respecting and Accurate Device Fingerprint Identification. DSC (2021)
Peiyi Han, Chuanyi Liu, Jiahao Cao, Shaoming Duan, Hezhong Pan, Zekun Cao, Binxing Fang
CloudDLP: Transparent and Scalable Data Sanitization for Browser-Based Cloud Storage. IEEE Access 8 (2020)
Junqian Wang, Hanyu Zhang, Peiyi Han, Chuanyi Liu, Yong Xu
Pixel re-representations for better classification of images. Pattern Recognit. Lett. 140 (2020)
Peiyi Han, Chaozheng Wang, Chuanyi Liu, Shaoming Duan, Hezhong Pan, Pengshuai Luo
SecureMLDebugger: A Privacy-Preserving Machine Learning Debugging Tool. DSC (2020)
Hezhong Pan, Chuanyi Liu, Shaoming Duan, Peiyi Han, Binxing Fang
Scene text reading based cloud compliance access. World Wide Web 23 (4) (2020)
Xiayu Xiang, Shaoming Duan, Hezhong Pan, Peiyi Han, Jiahao Cao, Chuanyi Liu
From One-hot Encoding to Privacy-preserving Synthetic Electronic Health Records Embedding. CIAT (2020)
Chuanyi Liu, Peiyi Han, Yingfei Dong, Hezhong Pan, Shaoming Duan, Binxing Fang
CloudDLP: Transparent and Automatic Data Sanitization for Browser-Based Cloud Storage. ICCCN (2019)
Peiyi Han, Chuanyi Liu, Yingfei Dong, Hezhong Pan, QiYang Song, Binxing Fang
FileCrypt: Transparent and Scalable Protection of Sensitive Data in Browser-based Cloud Storage. CNS (2019)
Jiahao Cao, Zijie Yang, Kun Sun, Qi Li, Mingwei Xu, Peiyi Han
Fingerprinting SDN Applications via Encrypted Control Traffic. RAID (2019)
Hezhong Pan, Chuanyi Liu, Shaoming Duan, Peiyi Han, Xinyi Zhang, Binxing Fang
Deep Learning Based Scene Text Reading for Cloud Audit Information Extraction. DSC (2019)
Yan Li, Peiyi Han, Chuanyi Liu, Binxing Fang
Automatically Crawling Dynamic Web Applications via Proxy-Based JavaScript Injection and Runtime Analysis. DSC (2018)
Guofeng Wang, Chuanyi Liu, Yingfei Dong, Peiyi Han, Hezhong Pan, Binxing Fang
IDCrypt: A Multi-User Searchable Symmetric Encryption Scheme for Cloud Applications. IEEE Access 6 (2018)
Guofeng Wang, Chuanyi Liu, Yingfei Dong, Kim-Kwang Raymond Choo, Peiyi Han, Hezhong Pan, Binxing Fang
Leakage Models and Inference Attacks on Searchable Encryption for Cyber-Physical Social Systems. IEEE Access 6 (2018)
Guofeng Wang, Chuanyi Liu, Yingfei Dong, Hezhong Pan, Peiyi Han, Binxing Fang
SafeBox: A scheme for searching and sharing encrypted data in cloud applications. SPAC (2017)
Guofeng Wang, Chuanyi Liu, Yingfei Dong, Hezhong Pan, Peiyi Han, Binxing Fang
Query Recovery Attacks on Searchable Encryption Based on Partial Knowledge. SecureComm (2017)
Chuanyi Liu, Guofeng Wang, Peiyi Han, Hezhong Pan, Binxing Fang
A Cloud Access Security Broker based approach for encrypted data search and sharing. ICNC (2017)
Peiyi Han, Chuanyi Liu, Binxing Fang, Guofeng Wang, Xiaobao Song, Lei Wan
Revisiting the Practicality of Search on Encrypted Data: From the Security Broker's Perspective. Sci. Program. 2016 (2016)