平萍｜河海大学｜学者主页

2026

面向云端隐私保护的图像隐写方法

郭波标，杨潇晖，平萍

《网络与信息安全学报》

2026

Rethinking Pixel-Wise Reconstruction in Privacy Images: Lossless Image-in-Image Hiding With Enhanced Robustness

Bo-Biao Guo, Ping Ping, Zhi-Ying Zhu, Ying-Chi Mao, Yu-Shu Zhang

IEEE transactions on multimedia

DOI

2025

基于游程编码和颜色转换的图像安全传输研究

赵杨宇，姚丙君，汤震宇，平萍

《计算机仿真》

2024

Novel asymmetric CNN-based and adaptive mean predictors for reversible data hiding in encrypted images

Ping Ping, Junyuan Huo, Bobiao Guo

Expert Systems With Applications，Vol. 246

DOI

2024

Hierarchical few-shot learning based on top-down correction mechanism with stop strategy

Xiao Jia, Ying-Chi Mao, Hao Chen, Ping Ping, Rong-Zhi Qi

International Journal of Machine Learning and Cybernetics

DOI

2024

Hiding Multiple Images into a Single Image Using Up-Sampling

Ping Ping, Bo-Biao Guo, Olano Teah Bloh, Ying-Chi Mao, Feng Xu

IEEE transactions on multimedia

DOI

2024

Improving Federated Learning through Abnormal Client Detection and Incentive

Hong-Le Guo, Ying-Chi Mao, Xiaoming He, Benteng Zhang, Tian-Fu Pang, Ping Ping

Computer Modeling in Engineering & Sciences

DOI

2024

Few-shot learning based on hierarchical feature fusion via relation networks

Xiao Jia, Ying-Chi Mao, Zhen-Xiang Pan, Zi-Cheng Wang, Ping Ping

International Journal of Approximate Reasoning

DOI

2023

基于相似一致性的模型自蒸馏方法

万旭，毛莺池，王孜博，刘意，平萍

《计算机科学》

2023

Optimizing Privacy-Accuracy Trade-off in DP-FL via Significant Gradient Perturbation

Benteng Zhang, Ying-Chi Mao, Zijian Tu, Xiaoming He, Ping Ping, Jie Wu

International Conference on Mobile Ad-hoc and Sensor Networks

DOI

2023

Channel assignment and power allocation for throughput improvement with PPO in B5G heterogeneous edge networks

Xiao-Ming He, Ying-Chi Mao, Yin-Qiu Liu, Ping Ping, Yan Hong, Han Hu

Digit. Commun. Networks

DOI

2023

Differential Privacy in Federated Dynamic Gradient Clipping Based on Gradient Norm

Ying-Chi Mao, Chen-Xing Li, Zibo Wang, Zijian Tu, Ping Ping

International Conference on Algorithms and Architectures for Parallel Processing

DOI

2023

Image hiding using invertible neural network and similarity of bits pairs

Ping Ping, Qian-Wen Li, Bo-Biao Guo, Feng Xu, Festus Sibanda, Ying-Chi Mao

Applied Soft Computing

DOI

2022

压缩差值后的双直方图平移可逆信息隐藏方法

郝洁，平萍，付德银，赵红泽

《计算机科学》

2022

Joint Dynamic Grouping and Gradient Coding for Time-Critical Distributed Machine Learning in Heterogeneous Edge Networks

Ying-Chi Mao, Jun Wu, Xiaoming He, Ping Ping, Jiajun Wang, Jie Wu

IEEE Internet of Things Journal

DOI

2022

Image Caption Method Based on Graph Attention Network with Global Context

Jiahong Sui, Huimin Yu, Xin-Yue Liang, Ping Ping

International Conference on Image, Vision and Computing

DOI

2022

Generating visually secure encrypted images by partial block pairing-substitution and semi-tensor product compressed sensing

Ping Ping, Xiao-hui Yang, Xiaojuan Zhang, Ying-Chi Mao, Hakizimana Khalid

Digit. Signal Process.

DOI

2022

Triple-Coupling Cellular Automata and Their Application to Image Encryption

Ping Ping, Yi-Le Yu, Feng Xu, Olano Teah Bloh

International Journal of Bifurcation and Chaos in Applied Sciences and Engineering

DOI

2022

Local Performance Trade-Off in Heterogeneous Federated Learning with Dynamic Client Grouping

Ying-Chi Mao, Jun Wu, Yangkun Cheng, Ping Ping, Jie Wu

IEEE International Conference on Mobile Adhoc and Sensor Systems

DOI

2022

Communication Optimization in Heterogeneous Edge Networks Using Dynamic Grouping and Gradient Coding

Ying-Chi Mao, Jun Wu, Xiaoming He, Ping Ping, Jianxin Huang

Wireless Algorithms, Systems, and Applications

DOI

2022

DWUPP: Dynamic Weight Update through Pipelined Parallel for Distributed Training Model

Ying-Chi Mao, Zijian Tu, Hua Nie, Ping Ping, Jianxin Huang, Jun Wu

International Conference on Advanced Cloud and Big Data

DOI

2022

A novel medical image encryption based on cellular automata with ROI position embedded

Ping Ping, Xiao-Juan Zhang, Xiao-hui Yang, Yara Abdelsattar Abdelmageed Hashems

Multimedia tools and applications

DOI

2022

Reversible data hiding scheme based on image partitioning and histogram shifting

Jie Hao, Ping Ping, Xia Peng, Ze-Yu Gao

International Conference on Big Data Computing Service and Applications

DOI

2021

基于Faster R-CNN的多任务增强裂缝图像检测方法

Ying-Chi Mao, Ying-Chi Mao, Jiang-Hong Tang, Jiang-Hong Tang, Jing Wang, Jing Wang, Ping Ping, Ping Ping, Longbao Wang, Longbao Wang

DOI

2021

Keywords-Based Dam Defect Image Caption Generation

Yong Cheng, Ying-Chi Mao, Yi Wang, Ping Ping, Longbao Wang

International Conference on Big Data Computing Service and Applications

DOI

2021

A reversible data hiding scheme based on multiple residual histogram shifting

De-Sheng Fu, Ping Ping, Hongze Zhao, Jie Hao, Salma Abdelgadir Elsharif Abdalla, Ze-Yu Gao

International Conference on Big Data Computing Service and Applications

DOI

2021

Reversible data hiding based on histogram shifting with sorted pairs of points

Hongze Zhao, Ping Ping, De-Sheng Fu, Jie Hao, Ze-Yu Gao

International Conference on Big Data Computing Service and Applications

DOI

2020

Parallel Image Encryption Technology Based on Cellular Automaton

Ping Ping, Xiaojuan Zhang, Xiao-hui Yang, Ying-Chi Mao, Ze-Yu Gao

International Conference on Big Data Computing Service and Applications

DOI

2020

Crack Detection with Multi-task Enhanced Faster R-CNN Model

Ying-Chi Mao, Jing Chen, Ping Ping, Hao Chen

International Conference on Big Data Computing Service and Applications

DOI

2020

Priority Combinatorial Double Auction Based Resource Allocation in the Cloud

Ying-Chi Mao, Xuesong Xu, Longbao Wang, Ping Ping

International Conference on Big Data Computing Service and Applications

DOI

2020

Smart Street Litter Detection and Classification Based on Faster R-CNN and Edge Computing

Ping Ping, Guoyan Xu, E. Kumala, J. Gao

International journal of software engineering and knowledge engineering

DOI

2020

A Deep Learning Approach for Street Pothole Detection

Ping Ping, Xiao-hui Yang, Ze-Yu Gao

International Conference on Big Data Computing Service and Applications

DOI

2019

A Water Level Prediction Model Based on ARIMA-RNN

Guoyan Xu, Yi Cheng, Fan Liu, Ping Ping, Jie-han Sun

International Conference on Big Data Computing Service and Applications

DOI

2019

A Meaningful Visually Secure Image Encryption Scheme

Fu Jie, Ping Ping, Ze-Yu Gao, Ying-Chi Mao

International Conference on Big Data Computing Service and Applications

DOI

2019

Meaningful Encryption: Generating Visually Meaningful Encrypted Images by Compressive Sensing and Reversible Color Transformation

Ping Ping, Jie Fu, Ying-Chi Mao, Feng Xu, J. Gao

IEEE Access

DOI

2018

Design of image cipher using life-like cellular automata and chaotic map

Ping Ping, Jinjie Wu, Ying-Chi Mao, Feng Xu, Jin-Shan Fan

Signal Processing

DOI

2018

A Chaos Based Image Encryption Scheme Using Digit-Level Permutation and Block Diffusion

Ping Ping, Jin-Shan Fan, Ying-Chi Mao, Feng Xu, J. Gao

IEEE Access

DOI

2017

Designing permutation-substitution image encryption networks with Henon map

Ping Ping, Feng Xu, Ying-Chi Mao, Zhi-Jian Wang

Neurocomputing

DOI

2017

An Adaptive Trajectory Clustering Method Based on Grid and Density in Mobile Pattern Analysis

Ying-Chi Mao, Haishi Zhong, Hai Qi, Ping Ping, Xiaofang Li

Italian National Conference on Sensors

DOI

2017

Contamination Event Detection with Multivariate Time-Series Data in Agricultural Water Monitoring

Ying-Chi Mao, Hai Qi, Ping Ping, Xiaofang Li

Italian National Conference on Sensors

DOI

2017

Graph Partition Approach Based on the Cauchy Mutation and Inertia Weight

Yichao Wang, Ying-Chi Mao, Ziyang Xu, Ping Ping

Web Information System and Application Conference

DOI

2017

Non-square colour image scrambling based on two-dimensional Sine-Logistic and Hénon map

Siqi Zhou, Feng Xu, Ping Ping, Zaipeng Xie, Xin Lyu

KSII Transactions on Internet and Information Systems

DOI

2016

FiGMR: A fine-grained MapReduce scheduler in the heterogeneous cloud

Ying-Chi Mao, Hai Qi, Ping Ping, Xiaofang Li

International Conference on Informatics and Analytics

DOI

2016

Trustworthiness calculation of composite Web service output data based on how provenance

Guoyan Xu, Li Yang, Jiehua Kang, Ping Ping, Xin Lv

International Conference on Crowd Science and Engineering

DOI

2016

Investigations of Life-like Cellular Automata for Image Scrambling

Ping Ping, Feng Xu, Xin Lv, Ying-Chi Mao, Rong-Zhi Qi

Control and Intelligent Systems

DOI

2015

Delay-Aware Associate Tasks Scheduling in the Cloud Computing

Ying-Chi Mao, Ziyang Xu, Ping Ping, Longbao Wang

2015 IEEE Fifth International Conference on Big Data and Cloud Computing

DOI

2015

Online event detection based on the spatio-temporal analysis in the river sensor networks

Ying-Chi Mao, Qing Jie, Bi-Cong Jia, Ping Ping, Xiaofang Li

2015 IEEE International Conference on Information and Automation

DOI

2015

Image Scrambling Scheme Based on Bit-Level Permutation and 2-D Cellular Automata

Ping Ping, Feng Xu, Md Shaiful Islam Babu, Xin Lv, Ying-Chi Mao

Intelligent Information Hiding and Multimedia Signal Processing

DOI

2015

An image scrambling algorithm using discrete Henon map

Ping Ping, Ying-Chi Mao, Xin Lv, Feng Xu, Guoyan Xu

2015 IEEE International Conference on Information and Automation

DOI

2015

An Optimal Distributed K-Means Clustering Algorithm Based on CloudStack

Ying-Chi Mao, Ziyang Xu, Ping Ping, Longbao Wang

2015 Ninth International Conference on Frontier of Computer Science and Technology

DOI

2015

Image scrambling based on life-like cellular automata

Ping Ping, Xin Lv, Ying-Chi Mao, Rong-Zhi Qi

International Conference on Crowd Science and Engineering

DOI

2014

Method of generating pseudo random number based on regular cellular automation

Ping Ping, Ying-Chi Mao, Xin Lv, Feng Xu, Zhi-Jian Wang

2014

A Two-Dimensional Cellular Automata Based Method for Multiple Image

Ping Ping, Zhi-Jian Wang, Xu Feng

DOI

2014

Real-time data warehouse data pre-storage and pre-access method based on dynamic mirrors

Ying-Chi Mao, Jiu-Long Wang, Wei Min, Ping Ping, Bi-Cong Jia

2014

Image encryption based on non-affine and balanced cellular automata

Ping Ping, Feng Xu, Zhi-Jian Wang

Signal Processing

DOI

2013

COLOR IMAGE ENCRYPTION BASED ON TWO-DIMENSIONAL CELLULAR AUTOMATA

Ping Ping, Feng Xu, Zhi-Jian Wang

DOI

2013

Generating High-Quality Random Numbers by Next Nearest-Neighbor Cellular Automata

Ping Ping, Feng Xu, Zhi-Jian Wang

DOI

2008

可逆元胞自动机加密技术研究

平萍，周曜，张宏，刘凤玉

《通信学报》

2008

Encryption based on inverse iterating composition cellular automata system

Ping Ping, Xue-Long Zhao, Hong Zhang, Feng-Yu Liu

DOI

精选作品

期刊论文

面向云端隐私保护的图像隐写方法

Rethinking Pixel-Wise Reconstruction in Privacy Images: Lossless Image-in-Image Hiding With Enhanced Robustness

基于游程编码和颜色转换的图像安全传输研究

Novel asymmetric CNN-based and adaptive mean predictors for reversible data hiding in encrypted images

Hierarchical few-shot learning based on top-down correction mechanism with stop strategy

Hiding Multiple Images into a Single Image Using Up-Sampling

Improving Federated Learning through Abnormal Client Detection and Incentive

Few-shot learning based on hierarchical feature fusion via relation networks

基于相似一致性的模型自蒸馏方法

Optimizing Privacy-Accuracy Trade-off in DP-FL via Significant Gradient Perturbation

Channel assignment and power allocation for throughput improvement with PPO in B5G heterogeneous edge networks

Differential Privacy in Federated Dynamic Gradient Clipping Based on Gradient Norm

Image hiding using invertible neural network and similarity of bits pairs

压缩差值后的双直方图平移可逆信息隐藏方法

Joint Dynamic Grouping and Gradient Coding for Time-Critical Distributed Machine Learning in Heterogeneous Edge Networks

Image Caption Method Based on Graph Attention Network with Global Context

Generating visually secure encrypted images by partial block pairing-substitution and semi-tensor product compressed sensing

Triple-Coupling Cellular Automata and Their Application to Image Encryption

Local Performance Trade-Off in Heterogeneous Federated Learning with Dynamic Client Grouping

Communication Optimization in Heterogeneous Edge Networks Using Dynamic Grouping and Gradient Coding

DWUPP: Dynamic Weight Update through Pipelined Parallel for Distributed Training Model

A novel medical image encryption based on cellular automata with ROI position embedded

Reversible data hiding scheme based on image partitioning and histogram shifting

基于Faster R-CNN的多任务增强裂缝图像检测方法

Keywords-Based Dam Defect Image Caption Generation

A reversible data hiding scheme based on multiple residual histogram shifting

Reversible data hiding based on histogram shifting with sorted pairs of points

Parallel Image Encryption Technology Based on Cellular Automaton

Crack Detection with Multi-task Enhanced Faster R-CNN Model

Priority Combinatorial Double Auction Based Resource Allocation in the Cloud

Smart Street Litter Detection and Classification Based on Faster R-CNN and Edge Computing

A Deep Learning Approach for Street Pothole Detection

A Water Level Prediction Model Based on ARIMA-RNN

A Meaningful Visually Secure Image Encryption Scheme

Meaningful Encryption: Generating Visually Meaningful Encrypted Images by Compressive Sensing and Reversible Color Transformation

Design of image cipher using life-like cellular automata and chaotic map

A Chaos Based Image Encryption Scheme Using Digit-Level Permutation and Block Diffusion

Designing permutation-substitution image encryption networks with Henon map

An Adaptive Trajectory Clustering Method Based on Grid and Density in Mobile Pattern Analysis

Contamination Event Detection with Multivariate Time-Series Data in Agricultural Water Monitoring

Graph Partition Approach Based on the Cauchy Mutation and Inertia Weight

Non-square colour image scrambling based on two-dimensional Sine-Logistic and Hénon map

FiGMR: A fine-grained MapReduce scheduler in the heterogeneous cloud

Trustworthiness calculation of composite Web service output data based on how provenance

Investigations of Life-like Cellular Automata for Image Scrambling

Delay-Aware Associate Tasks Scheduling in the Cloud Computing

Online event detection based on the spatio-temporal analysis in the river sensor networks

Image Scrambling Scheme Based on Bit-Level Permutation and 2-D Cellular Automata

An image scrambling algorithm using discrete Henon map

An Optimal Distributed K-Means Clustering Algorithm Based on CloudStack

Image scrambling based on life-like cellular automata

Method of generating pseudo random number based on regular cellular automation

A Two-Dimensional Cellular Automata Based Method for Multiple Image

Real-time data warehouse data pre-storage and pre-access method based on dynamic mirrors

Image encryption based on non-affine and balanced cellular automata

COLOR IMAGE ENCRYPTION BASED ON TWO-DIMENSIONAL CELLULAR AUTOMATA

Generating High-Quality Random Numbers by Next Nearest-Neighbor Cellular Automata

可逆元胞自动机加密技术研究

Encryption based on inverse iterating composition cellular automata system

会议论文

Schnorr Ring Signature Scheme with Designated Verifiability

研究方向