Peiyi Han

According to our database, Peiyi Han authored at least 34 papers between 2016 and 2024.

Collaborative distances:

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

2024

Capacity Abuse Attack of Deep Learning Models Without Need of Label Encodings.

Wenjian Luo, Licai Zhang, Yulin Wu, Chuanyi Liu, Peiyi Han, Rongfei Zhuang

IEEE Trans. Artif. Intell., February, 2024

2023

VESC: a new variational autoencoder based model for anomaly detection.

Chunkai Zhang, Xinyu Wang, Jiahua Zhang, Shaocong Li, Hanyu Zhang, Chuanyi Liu, Peiyi Han

Int. J. Mach. Learn. Cybern., March, 2023

HT-Fed-GAN: Federated Generative Model for Decentralized Tabular Data Synthesis.

Shaoming Duan, Chuanyi Liu, Peiyi Han, Xiaopeng Jin, Xinyi Zhang, Tianyu He, Hezhong Pan, Xiayu Xiang

Entropy, January, 2023

FIGAT: Accurately Classify Individual Crime Risks With Multi-Information Fusion.

Wenbo Xu, Peiyi Han, Shaoming Duan, Chuanyi Liu

IEEE Trans. Serv. Comput., 2023

LayerLog: Log sequence anomaly detection based on hierarchical semantics.

Chunkai Zhang, Xinyu Wang, Hongye Zhang, Jiahua Zhang, Hanyu Zhang, Chuanyi Liu, Peiyi Han

Appl. Soft Comput., 2023

A Framework of Large-Scale Peer-to-Peer Learning System.

Yongkang Luo, Peiyi Han, Wenjian Luo, Shaocong Xue, Kesheng Chen, Linqi Song

Proceedings of the Neural Information Processing - 30th International Conference, 2023

2022

Taking Away Both Model and Data: Remember Training Data by Parameter Combinations.

Wenjian Luo, Licai Zhang, Peiyi Han, Chuanyi Liu, Rongfei Zhuang

IEEE Trans. Emerg. Top. Comput. Intell., 2022

Fed-DR-Filter: Using global data representation to reduce the impact of noisy labels on the performance of federated learning.

Shaoming Duan, Chuanyi Liu, Zhengsheng Cao, Xiaopeng Jin, Peiyi Han

Future Gener. Comput. Syst., 2022

Fed-TDA: Federated Tabular Data Augmentation on Non-IID Data.

Shaoming Duan, Chuanyi Liu, Peiyi Han, Tianyu He, Yifeng Xu, Qiyuan Deng

CoRR, 2022

On-manifold adversarial attack based on latent space substitute model.

Chunkai Zhang, Xiaofeng Luo, Peiyi Han

Comput. Secur., 2022

Generative Data Augmentation for Non-IID Problem in Decentralized Clinical Machine Learning.

Zirui Wang, Shaoming Duan, Chengyue Wu, Wenhao Lin, Xinyu Zha, Peiyi Han, Chuanyi Liu

Proceedings of the 4th International Conference on Data Intelligence and Security, 2022

Towards Privacy-Preserving Computation on Gene: Construct Covid-19 Phylogenetic Tree using Homomorphic Encryption.

Peiyi Han, Yunzhe Guo, Shaoming Duan, Chuanyi Liu, Yuxing Zhou

Proceedings of the 4th International Conference on Data Intelligence and Security, 2022

2021

Log Sequence Anomaly Detection Based on Local Information Extraction and Globally Sparse Transformer Model.

Chunkai Zhang, Xinyu Wang, Hongye Zhang, Hanyu Zhang, Peiyi Han

IEEE Trans. Netw. Serv. Manag., 2021

An efficient general black-box adversarial attack approach based on multi-objective optimization for high dimensional images.

Chunkai Zhang, Xin Guo, Yepeng Deng, Xuan Wang, Peiyi Han, Chuanyi Liu, Hanyu Zhang

Comput. Electr. Eng., 2021

Reconstruct Anomaly to Normal: Adversarially Learned and Latent Vector-Constrained Autoencoder for Time-Series Anomaly Detection.

Chunkai Zhang, Wei Zuo, Shaocong Li, Xuan Wang, Peiyi Han, Chuanyi Liu

Proceedings of the PRICAI 2021: Trends in Artificial Intelligence, 2021

FIGAT: Accurately Predict Individual Crime Risks with Multi-information Fusion.

Xianzhe Yu, Peiyi Han, Chuanyi Liu, Shaoming Duan, Hezhong Pan, Xiayu Xiang

Proceedings of the Sixth IEEE International Conference on Data Science in Cyberspace, 2021

Sampled Data Debugging via Fuzzy C-Means.

Xiayu Xiang, Shaoming Duan, Hezhong Pan, Peiyi Han, Chuanyi Liu

Proceedings of the Sixth IEEE International Conference on Data Science in Cyberspace, 2021

PRFP: Privacy-respecting and Accurate Device Fingerprint Identification.

Xunan Gao, Peiyi Han, Chuanyi Liu, Shaoming Duan, Hezhong Pan, Xiayu Xiang

Proceedings of the Sixth IEEE International Conference on Data Science in Cyberspace, 2021

2020

Scene text reading based cloud compliance access.

Hezhong Pan, Chuanyi Liu, Shaoming Duan, Peiyi Han, Binxing Fang

World Wide Web, 2020

Pixel re-representations for better classification of images.

Junqian Wang, Hanyu Zhang, Peiyi Han, Chuanyi Liu, Yong Xu

Pattern Recognit. Lett., 2020

CloudDLP: Transparent and Scalable Data Sanitization for Browser-Based Cloud Storage.

Peiyi Han, Chuanyi Liu, Jiahao Cao, Shaoming Duan, Hezhong Pan, Zekun Cao, Binxing Fang

IEEE Access, 2020

SecureMLDebugger: A Privacy-Preserving Machine Learning Debugging Tool.

Peiyi Han, Chaozheng Wang, Chuanyi Liu, Shaoming Duan, Hezhong Pan, Pengshuai Luo

Proceedings of the 5th IEEE International Conference on Data Science in Cyberspace, 2020

From One-hot Encoding to Privacy-preserving Synthetic Electronic Health Records Embedding.

Xiayu Xiang, Shaoming Duan, Hezhong Pan, Peiyi Han, Jiahao Cao, Chuanyi Liu

Proceedings of the CIAT 2020: International Conference on Cyberspace Innovation of Advanced Technologies, 2020

2019

Fingerprinting SDN Applications via Encrypted Control Traffic.

Jiahao Cao, Zijie Yang, Kun Sun, Qi Li, Mingwei Xu, Peiyi Han

Proceedings of the 22nd International Symposium on Research in Attacks, 2019

CloudDLP: Transparent and Automatic Data Sanitization for Browser-Based Cloud Storage.

Chuanyi Liu, Peiyi Han, Yingfei Dong, Hezhong Pan, Shaoming Duan, Binxing Fang

Proceedings of the 28th International Conference on Computer Communication and Networks, 2019

Deep Learning Based Scene Text Reading for Cloud Audit Information Extraction.

Hezhong Pan, Chuanyi Liu, Shaoming Duan, Peiyi Han, Xinyi Zhang, Binxing Fang

Proceedings of the Fourth IEEE International Conference on Data Science in Cyberspace, 2019

FileCrypt: Transparent and Scalable Protection of Sensitive Data in Browser-based Cloud Storage.

Peiyi Han, Chuanyi Liu, Yingfei Dong, Hezhong Pan, QiYang Song, Binxing Fang

Proceedings of the 7th IEEE Conference on Communications and Network Security, 2019

2018

IDCrypt: A Multi-User Searchable Symmetric Encryption Scheme for Cloud Applications.

Guofeng Wang, Chuanyi Liu, Yingfei Dong, Peiyi Han, Hezhong Pan, Binxing Fang

IEEE Access, 2018

Leakage Models and Inference Attacks on Searchable Encryption for Cyber-Physical Social Systems.

Guofeng Wang, Chuanyi Liu, Yingfei Dong, Kim-Kwang Raymond Choo, Peiyi Han, Hezhong Pan, Binxing Fang

IEEE Access, 2018

Automatically Crawling Dynamic Web Applications via Proxy-Based JavaScript Injection and Runtime Analysis.

Yan Li, Peiyi Han, Chuanyi Liu, Binxing Fang

Proceedings of the Third IEEE International Conference on Data Science in Cyberspace, 2018

2017

SafeBox: A scheme for searching and sharing encrypted data in cloud applications.

Guofeng Wang, Chuanyi Liu, Yingfei Dong, Hezhong Pan, Peiyi Han, Binxing Fang

Proceedings of the International Conference on Security, Pattern Analysis, and Cybernetics, 2017

Query Recovery Attacks on Searchable Encryption Based on Partial Knowledge.

Guofeng Wang, Chuanyi Liu, Yingfei Dong, Hezhong Pan, Peiyi Han, Binxing Fang

Proceedings of the Security and Privacy in Communication Networks, 2017

A Cloud Access Security Broker based approach for encrypted data search and sharing.

Chuanyi Liu, Guofeng Wang, Peiyi Han, Hezhong Pan, Binxing Fang

Proceedings of the 2017 International Conference on Computing, 2017

2016

Revisiting the Practicality of Search on Encrypted Data: From the Security Broker's Perspective.

Peiyi Han, Chuanyi Liu, Binxing Fang, Guofeng Wang, Xiaobao Song, Lei Wan

Sci. Program., 2016