Haipeng Peng

Beijing University of Posts and Telecommunications — China

Computer Science · Physical Sciences

48h-index7.8kcitations279works2.12yr avg
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Research Topics

Neural Networks Stability and Synchronization(66), Nonlinear Dynamics and Pattern Formation(48), Sparse and Compressive Sensing Techniques(34), Advanced Memory and Neural Computing(32), stochastic dynamics and bifurcation(30)

Publications279 total

Personalized Federated Learning with Multi-Granularity Confidence Alignment for IoT Device Collaboration
IEEE Internet of Things Journal·2026
Lightweight quantum-resistant image transmission based on compressive sensing
Knowledge-Based Systems·2025
An Efficient Malicious Sample Identification Scheme Based on Compressed Sensing and Markov Diffusion Model for Sensor Environment
IEEE Sensors Journal·2025
A Deep Unfolding Network-Based Image Transmission Scheme in D2D Mobile Edge Networks
Mobile Networks and Applications·2025
A Hybrid‐Update Efficient Federated Learning Method Based on Multi‐Teacher Knowledge Distillation in the Internet of Things
Concurrency and Computation Practice and Experience·2025
A Lightweight Privacy-Preserving Scheme for Verifiable Multidimensional Data Aggregation in Vehicular Crowdsensing Networks
IEEE Internet of Things Journal·2025
An Adaptive Multilevel Secure Searchable Encryption Scheme for Image Privacy Protection in Internet of Vehicles
IEEE Internet of Things Journal·2025
Cloud Voice Security: Anti-Deepfake via Graph Attention Aggregation and Post-Quantum Cryptography for Cloud Service
IEEE Internet of Things Journal·2025
An efficient and secure adaptive federated learning method based on CKKS for data processing in the Internet of Things
Internet of Things·2025· 1 cited
Lattice Attacks and Protection of Homomorphic Encryption Algorithm in Association Rule Mining Privacy Protection Schemes
IEEE Internet of Things Journal·2025
A verifiable efficient federated learning method based on adaptive Boltzmann selection for data processing in the internet of things
Journal of Systems Architecture·2025· 1 cited
Adaptive Asynchronous Federated Learning for Digital Twin Driven Smart Grid
IEEE Transactions on Smart Grid·2025· 1 cited
A simple and efficient attack on the Merkle-Hellman knapsack cryptosystem
PLoS ONE·2025Open Access
Recent development on online public opinion communication and early warning technologies: Survey
Expert Systems with Applications·2025· 1 cited
MACS-BNet: A Stealthy Multiconstraint Adversarial Backdoor Network Against Compressed Learning
IEEE Internet of Things Journal·2025
Redactable Blockchain Supporting Rewriting Authorization Without Trapdoor Exposure
IEEE Transactions on Dependable and Secure Computing·2025
A Quantum-Resistant Lightweight Hierarchical Privacy Protection Scheme for Traffic Images
IEEE Internet of Things Journal·2025· 2 cited
Lattice Security Analysis Algorithms for the Quadratic Congruence Outsourcing Scheme in IoT
IEEE Internet of Things Journal·2025
An intrusion response approach based on multi-objective optimization and deep Q network for industrial control systems
Expert Systems with Applications·2025· 2 cited
Sublinear smart semantic search based on knowledge graph over encrypted database
Computers & Security·2025· 4 cited
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Frequent Co-authors

Yixian Yang(38), Lixiang Li(32), Jinghua Xiao(11), Lixiang Li(9), Lixiang Li(8), Jiejin Cai(7), Hui Zhao(7), Chuan Chen(6), Mingwen Zheng(6), Jürgen Kurths(6), Xiaoqian Ma(4), Qiong Li(4), Zihang Yang(3), Zhongkai Dang(3), Meng Cui(3), Jingze Huang(3), Guanhua Chen(3), Jiaxuan Zhang(3), Yanrong Lu(3), Weiping Wang(3)