近几年代表性学术论文：

1. Naila Latif, Wenping Ma, and Hafiz Bilal Ahmad. "Advancements in securing federated learning with IDS: a comprehensive review of neural networks and feature engineering techniques for malicious client detection." Artificial Intelligence Review, 58, 91, 2025.
2. Kun Yan, Wenping Ma, and Shaohui Sun. "Communications and Networks Resources Sharing in 6G: Challenges, Architecture, and Opportunities." IEEE Wireless Communications, vol. 31, no. 6, pp. 102-109, 2024.
3. Wang, Xinyu, and Wenping Ma. "A hybrid deep learning model with an optimal strategy based on improved VMD and transformer for short-term photovoltaic power forecasting." Energy, 295 (2024): 131071.
4. Kun Yan, Wenping Ma, Qi Yang, Shaohui Sun, and Weiwei Wang. "Info-Chain: Reputation-Based Blockchain for Secure Information Sharing in 6G Intelligent Transportation Systems." IEEE Internet of Things Journal, vol. 11, no. 5, pp. 9198-9212, 2024.
5. Qizheng Wang, Wenping Ma, and Weiwei Wang. "B-LNN: Inference-time linear model for secure neural network inference." Information Sciences, 638 (2023): 118966.
6. Xufeng Niu, and Wenping Ma. "Semi-supervised classifier ensemble model for high-dimensional data." Information Sciences, 643 (2023): 119203.
7. Xufeng Niu, and Wenping Ma. "An ensemble learning model based on differentially private decision tree." Complex & Intelligent Systems, 9.5 (2023): 5267-5280.
8. Kun Yan, Ping Zeng, Kan Wang, Wenping Ma, Geng Zhao, and Yingjie Ma. "Reputation consensus-based scheme for information sharing in internet of vehicles." IEEE Transactions on Vehicular Technology, 72, no. 10 (2023): 13631-13636.
9. Ge Liu, and Wenping Ma. "A quantum artificial neural network for stock closing price prediction." Information Sciences, 598 (2022): 75-85.
10. Qizheng Wang, Wenping Ma, and Ge Liu. "SieveNet: Decoupling activation function neural network for privacy-preserving deep learning." Information Sciences, 573 (2021): 262-278.

授权专利：

1. 马文平; 马晓婷 ; 基于信任联盟区块链的跨域服务器身份认证方法, 2020-2-21, 中国, ZL201810548516.8
2. 马文平; 仝宇琪; 刘小雪 ; 基于国密SM9密码算法的群签名标识签发方法, 2020-4-14, 中国, ZL201810942321.1
3. 马文平; 高阳 ; 基于域代理信任值的信息服务实体跨域认证方法, 2020-6-16, 中国, ZL201810550433.2
4. 马文平; 陈岱 ; 基于区块链云外包计算数据的隐私保护方法, 2020-7-10, 中国, ZL201810508966.4
5. 马文平; 赵茭茭 ; 基于标识的跨云安全认证系统和方法, 2021-5-4, 中国, ZL201810414126.1
6. 马文平; 刘威; 刘小雪 ; 基于SM2数字签名算法的群签名标识签发方法, 2021-6-8, 中国, ZL201910036016.0
7. 马文平; 宋玉龙; 刘小雪 ; 基于SM2密码算法的信息服务实体跨域认证方法, 2021-7-20, 中国, ZL201910618117.9
8. 马文平; 李杰; 基于全同态加密的多候选人匿名电子投票方法, 2022-6-7, 中国, ZL202110240530.3
9. 马文平; 王琦; 限制Docker容器行为的安全防护方法, 2022-10-4, 中国, ZL202110487711.6
10. 马文平; 张广谦 ; 基于同态加密的数据完整性验证方法, 2022-12-22, 中国, ZL202110237036.1