Shengran Wang

24 papers A* 2A 1C 3Misc 1Journal 13Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
A novel android malware classification approach based on multi-scale feature fusion for encrypted traffic.
Eng. Appl. Artif. Intell.
Jiahui Lu, Jinfu Chen, Saihua Cai, Yisong Liu, Shengran Wang
2026 J jnl
A novel android malware detection method based on CWInFs and MPTACF optimization.
J. Inf. Secur. Appl.
Shengran Wang, Jinfu Chen, Saihua Cai, Jingyi Chen, Ernest Akpaku, Xingquan Mao
2026 J jnl
CL-ViME: Contrastive Learning and Vision Mixture of Experts for Encrypted Traffic Classification.
IEEE Trans. Netw. Serv. Manag.
Saihua Cai, Lizhou Chen, Jin-Fu Chen, Shengran Wang, Guofeng Zhang
2026 J jnl
MD-CGM: Malicious traffic detection model based on CycleGAN and multi-head self-attetion mechanism.
Future Gener. Comput. Syst.
Saihua Cai, Yige Zhao, Wenjun Zhao, Jinfu Chen, Shengran Wang, Bingbing Gu
2026 J jnl
MTD-CDA: A novel malicious traffic detection method based on concept drift adaptation.
Expert Syst. Appl.
Saihua Cai, Yige Zhao, Han Tang, Shengran Wang, Xiheng Jia, Guofeng Zhang
2026 J jnl
SiftFuzz: Boosting structural diversity via efficient seed fusion.
Inf. Softw. Technol.
Jingyi Chen, Jinfu Chen, Saihua Cai, Shengran Wang, Xingquan Mao
2025 J jnl
APT-ATT: An efficient APT attribution model based on heterogeneous threat intelligence representation and CTGAN.
Comput. Networks
Saihua Cai, Gang Wang, Jinfu Chen, Shengran Wang, Kun Wang
2025 J jnl
DDP-DAR: Network intrusion detection based on denoising diffusion probabilistic model and dual-attention residual network.
Neural Networks
Saihua Cai, Yingwei Zhao, Jiaao Lyu, Shengran Wang, Yikai Hu, Mengya Cheng, Guofeng Zhang
2025 C conf
DiFuzzNMT: A Differential Fuzzing Framework for Neural Machine Translation.
QRS
Haibo Chen, Jinfu Chen, Saihua Cai, Shengran Wang, Jingyi Chen
2025 J jnl
DialTest-EA: An Enhanced Fuzzing Approach With Energy Adjustment for Dialogue Systems via Metamorphic Testing.
Softw. Test. Verification Reliab.
Haibo Chen, Jinfu Chen, Yucheng Wu, Saihua Cai, Bilal Ahmad, Rubing Huang, Shengran Wang, Chi Zhang
2025 A* conf
IDBFuzz: Web Storage DataBase Fuzzing with Controllable Semantics.
ASE
Jingyi Chen, Jinfu Chen, Saihua Cai, Shengran Wang
2025 A conf
JustEva: A Toolkit to Evaluate LLM Fairness in Legal Knowledge Inference.
CIKM
Zongyue Xue, Siyuan Zheng, Shaochun Wang, Yiran Hu, Yuxin Yao, Shengran Wang, Haitao Li, Qingyao Ai, Yiqun Liu, Yun Liu, Weixing Shen
2025 J jnl
MTD-FRD: Malicious traffic detection method based on feature representation and conditional diffusion model.
J. Netw. Comput. Appl.
Saihua Cai, Wenjun Zhao, Jinfu Chen, Yige Zhao, Shengran Wang
2025 C conf
Multi - agent Cooperative Mechanisms for Legal Adjudication: The Crucial Role of Automatic Prompt Optimization.
ICAIL
Jiayu Ma, Shengran Wang, Yun Liu
2025 — conf
SEAFuzz: Structural Exploration-Aware Seed Scheduling Approach for Fuzzing.
QRS Companion
Jingyi Chen, Jinfu Chen, Saihua Cai, Shengran Wang, Xiaosong Chang
2024 J jnl
A novel memory usage guided fuzzing based on particle swarm optimization.
Swarm Evol. Comput.
Shengran Wang, Jinfu Chen, Jianming Zhang, Saihua Cai, Wen Zhang, Jian Sun
2024 C conf
FMUZZ: A Novel Greybox Fuzzing Approach based on Mutation Strategy Optimization with Byte Scheduling.
QRS
Jinfu Chen, Fei Yan, Saihua Cai, Shengran Wang, Jingyi Chen
2024 J jnl
Hybrid semantics-based vulnerability detection incorporating a Temporal Convolutional Network and Self-attention Mechanism.
Inf. Softw. Technol.
Jinfu Chen, Weijia Wang, Bo Liu, Saihua Cai, Dave Towey, Shengran Wang
2024 J jnl
iGnnVD: A novel software vulnerability detection model based on integrated graph neural networks.
Sci. Comput. Program.
Jinfu Chen, Yemin Yin, Saihua Cai, Weijia Wang, Shengran Wang, Jiming Chen
2022 — conf
A Novel Coverage-Guided Greybox Fuzzing Method based on Grammar-Aware with Particle Swarm Optimization.
QRS Companion
Shengran Wang, Jinfu Chen, Saihua Cai, Chi Zhang, Haibo Chen
2022 A* conf
A Novel Coverage-guided Greybox Fuzzing based on Power Schedule Optimization with Time Complexity.
ASE
Jinfu Chen, Shengran Wang, Saihua Cai, Chi Zhang, Haibo Chen, Jingyi Chen, Jianming Zhang
2021 Misc conf
AIdetectorX: A Vulnerability Detector Based on TCN and Self-attention Mechanism.
SETTA
Jin-Fu Chen, Bo Liu, Saihua Cai, Weijia Wang, Shengran Wang
2021 — conf
An Adaptive Random Test Method based on Variable Probability Density Function with Particle Swarm Optimization.
QRS Companion
Shengran Wang, Jinfu Chen, Jiaxiang Xi, Haibo Chen, Jingyi Chen
2021 — conf
L-KPCA: an efficient feature extraction method for network intrusion detection.
MSN
Jinfu Chen, Shang Yin, Saihua Cai, Lingling Zhao, Shengran Wang