L-KPCA: an efficient feature extraction method for network intrusion detection. - Jinfu Chen 001; Shang Yin; Saihua Cai; Lingling Zhao; Shengran Wang (MSN, 2021)

An Adaptive Random Test Method based on Variable Probability Density Function with Particle Swarm Optimization. - Shengran Wang; Jinfu Chen 001; Jiaxiang Xi; Haibo Chen 005; Jingyi Chen (QRS Companion, 2021)

AIdetectorX: A Vulnerability Detector Based on TCN and Self-attention Mechanism. - Jin-Fu Chen 001; Bo Liu 048; Saihua Cai; Weijia Wang; Shengran Wang (SETTA, 2021)

A Novel Coverage-guided Greybox Fuzzing based on Power Schedule Optimization with Time Complexity. - Jinfu Chen 001; Shengran Wang; Saihua Cai; Chi Zhang 046; Haibo Chen 005; Jingyi Chen; Jianming Zhang (ASE, 2022)

A Novel Coverage-Guided Greybox Fuzzing Method based on Grammar-Aware with Particle Swarm Optimization. - Shengran Wang; Jinfu Chen 001; Saihua Cai; Chi Zhang 046; Haibo Chen 005 (QRS Companion, 2022)

FMUZZ: A Novel Greybox Fuzzing Approach based on Mutation Strategy Optimization with Byte Scheduling. - Jinfu Chen 001; Fei Yan; Saihua Cai; Shengran Wang; Jingyi Chen (QRS, 2024)

Hybrid semantics-based vulnerability detection incorporating a Temporal Convolutional Network and Self-attention Mechanism. - Jinfu Chen 001; Weijia Wang; Bo Liu 048; Saihua Cai; Dave Towey; Shengran Wang (Inf. Softw. Technol., 2024)

iGnnVD: A novel software vulnerability detection model based on integrated graph neural networks. - Jinfu Chen 001; Yemin Yin; Saihua Cai; Weijia Wang; Shengran Wang; Jiming Chen (Sci. Comput. Program., 2024)

A novel memory usage guided fuzzing based on particle swarm optimization. - Shengran Wang; Jinfu Chen 001; Jianming Zhang; Saihua Cai; Wen Zhang; Jian Sun (Swarm Evol. Comput., 2024)

APT-ATT: An efficient APT attribution model based on heterogeneous threat intelligence representation and CTGAN. - Saihua Cai; Gang Wang; Jinfu Chen 001; Shengran Wang; Kun Wang (Comput. Networks, 2025)

MTD-FRD: Malicious traffic detection method based on feature representation and conditional diffusion model. - Saihua Cai; Wenjun Zhao; Jinfu Chen 001; Yige Zhao; Shengran Wang (J. Netw. Comput. Appl., 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 015 (Neural Networks, 2025)

DialTest-EA: An Enhanced Fuzzing Approach With Energy Adjustment for Dialogue Systems via Metamorphic Testing. - Haibo Chen 005; Jinfu Chen 001; Yucheng Wu; Saihua Cai; Bilal Ahmad; Rubing Huang; Shengran Wang; Chi Zhang 046 (Softw. Test. Verification Reliab., 2025)