Shengran Wang

According to our database, Shengran Wang authored at least 24 papers between 2021 and 2026.

Collaborative distances:

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

2026

CL-ViME: Contrastive Learning and Vision Mixture of Experts for Encrypted Traffic Classification.

Saihua Cai, Lizhou Chen, Jin-Fu Chen, Shengran Wang, Guofeng Zhang

IEEE Trans. Netw. Serv. Manag., 2026

A novel android malware detection method based on CWInFs and MPTACF optimization.

Shengran Wang, Jinfu Chen, Saihua Cai, Jingyi Chen, Ernest Akpaku, Xingquan Mao

J. Inf. Secur. Appl., 2026

SiftFuzz: Boosting structural diversity via efficient seed fusion.

Jingyi Chen, Jinfu Chen, Saihua Cai, Shengran Wang, Xingquan Mao

Inf. Softw. Technol., 2026

MD-CGM: Malicious traffic detection model based on CycleGAN and multi-head self-attetion mechanism.

Saihua Cai, Yige Zhao, Wenjun Zhao, Jinfu Chen, Shengran Wang, Bingbing Gu

Future Gener. Comput. Syst., 2026

MTD-CDA: A novel malicious traffic detection method based on concept drift adaptation.

Saihua Cai, Yige Zhao, Han Tang, Shengran Wang, Xiheng Jia, Guofeng Zhang

Expert Syst. Appl., 2026

A novel android malware classification approach based on multi-scale feature fusion for encrypted traffic.

Jiahui Lu, Jinfu Chen, Saihua Cai, Yisong Liu, Shengran Wang

Eng. Appl. Artif. Intell., 2026

2025

DialTest-EA: An Enhanced Fuzzing Approach With Energy Adjustment for Dialogue Systems via Metamorphic Testing.

Haibo Chen, Jinfu Chen, Yucheng Wu, Saihua Cai, Bilal Ahmad, Rubing Huang, Shengran Wang, Chi Zhang

Softw. Test. Verification Reliab., January, 2025

DDP-DAR: Network intrusion detection based on denoising diffusion probabilistic model and dual-attention residual network.

Saihua Cai, Yingwei Zhao, Jiaao Lyu, Shengran Wang, Yikai Hu, Mengya Cheng, Guofeng Zhang

Neural Networks, 2025

MTD-FRD: Malicious traffic detection method based on feature representation and conditional diffusion model.

Saihua Cai, Wenjun Zhao, Jinfu Chen, Yige Zhao, Shengran Wang

J. Netw. Comput. Appl., 2025

APT-ATT: An efficient APT attribution model based on heterogeneous threat intelligence representation and CTGAN.

Saihua Cai, Gang Wang, Jinfu Chen, Shengran Wang, Kun Wang

Comput. Networks, 2025

SEAFuzz: Structural Exploration-Aware Seed Scheduling Approach for Fuzzing.

Jingyi Chen, Jinfu Chen, Saihua Cai, Shengran Wang, Xiaosong Chang

Proceedings of the 25th International Conference on Software Quality, 2025

DiFuzzNMT: A Differential Fuzzing Framework for Neural Machine Translation.

Haibo Chen, Jinfu Chen, Saihua Cai, Shengran Wang, Jingyi Chen

Proceedings of the 25th International Conference on Software Quality, 2025

IDBFuzz: Web Storage DataBase Fuzzing with Controllable Semantics.

Jingyi Chen, Jinfu Chen, Saihua Cai, Shengran Wang

Proceedings of the 40th IEEE/ACM International Conference on Automated Software Engineering, 2025

Multi - agent Cooperative Mechanisms for Legal Adjudication: The Crucial Role of Automatic Prompt Optimization.

Jiayu Ma, Shengran Wang, Yun Liu

Proceedings of the Twentieth International Conference on Artificial Intelligence and Law, 2025

JustEva: A Toolkit to Evaluate LLM Fairness in Legal Knowledge Inference.

Zongyue Xue, Siyuan Zheng, Shaochun Wang, Yiran Hu, Yuxin Yao, Shengran Wang, Haitao Li, Qingyao Ai, Yiqun Liu, Yun Liu, Weixing Shen

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025

2024

A novel memory usage guided fuzzing based on particle swarm optimization.

Shengran Wang, Jinfu Chen, Jianming Zhang, Saihua Cai, Wen Zhang, Jian Sun

Swarm Evol. Comput., 2024

iGnnVD: A novel software vulnerability detection model based on integrated graph neural networks.

Jinfu Chen, Yemin Yin, Saihua Cai, Weijia Wang, Shengran Wang, Jiming Chen

Sci. Comput. Program., 2024

Hybrid semantics-based vulnerability detection incorporating a Temporal Convolutional Network and Self-attention Mechanism.

Jinfu Chen, Weijia Wang, Bo Liu, Saihua Cai, Dave Towey, Shengran Wang

Inf. Softw. Technol., 2024

FMUZZ: A Novel Greybox Fuzzing Approach based on Mutation Strategy Optimization with Byte Scheduling.

Jinfu Chen, Fei Yan, Saihua Cai, Shengran Wang, Jingyi Chen

Proceedings of the 24th IEEE International Conference on Software Quality, 2024

2022

A Novel Coverage-Guided Greybox Fuzzing Method based on Grammar-Aware with Particle Swarm Optimization.

Shengran Wang, Jinfu Chen, Saihua Cai, Chi Zhang, Haibo Chen

Proceedings of the 22nd IEEE International Conference on Software Quality, 2022

A Novel Coverage-guided Greybox Fuzzing based on Power Schedule Optimization with Time Complexity.

Jinfu Chen, Shengran Wang, Saihua Cai, Chi Zhang, Haibo Chen, Jingyi Chen, Jianming Zhang

Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering, 2022

2021

AIdetectorX: A Vulnerability Detector Based on TCN and Self-attention Mechanism.

Jin-Fu Chen, Bo Liu, Saihua Cai, Weijia Wang, Shengran Wang

Proceedings of the Dependable Software Engineering. Theories, Tools, and Applications, 2021

An Adaptive Random Test Method based on Variable Probability Density Function with Particle Swarm Optimization.

Shengran Wang, Jinfu Chen, Jiaxiang Xi, Haibo Chen, Jingyi Chen

Proceedings of the 21st IEEE International Conference on Software Quality, 2021

L-KPCA: an efficient feature extraction method for network intrusion detection.

Jinfu Chen, Shang Yin, Saihua Cai, Lingling Zhao, Shengran Wang

Proceedings of the 17th International Conference on Mobility, Sensing and Networking, 2021