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Author

Saihua Cai

Observed names: CAI Saihua, Cai Saihua, Cai, Saihua, Saihua CAI
Institution: Jiangsu University
ORCID: 0000-0003-0743-1156
Observed ORCID: 0000-0003-0743-1156
OpenAlex ID: A5090272207
A novel detection model for abnormal network traffic based on bidirectional temporal convolutional network
2023 · Jinfu Chen, Tianxiang Lv, et al. · Information and Software Technology · 65
Software Defect Prediction Approach Based on a Diversity Ensemble Combined With Neural Network
2024 · Jinfu Chen, Jiaping Xu, et al. · IEEE Transactions on Reliability · 45
A malicious network traffic detection model based on bidirectional temporal convolutional network with multi-head self-attention mechanism
2023 · Saihua Cai, Han Xu, et al. · Computers & Security · 41
GRIDEN: An effective grid-based and density-based spatial clustering algorithm to support parallel computing
2017 · Chao Deng, Jinwei Song, et al. · Pattern Recognition Letters · 37
DDP-DAR: Network intrusion detection based on denoising diffusion probabilistic model and dual-attention residual network
2024 · Saihua Cai, Yingwei Zhao, et al. · Neural Networks · 31
GCN-MHSA: A novel malicious traffic detection method based on graph convolutional neural network and multi-head self-attention mechanism
2024 · Jinfu Chen, Haodi Xie, et al. · Computers & Security · 30
TLS-MHSA: An Efficient Detection Model for Encrypted Malicious Traffic based on Multi-Head Self-Attention Mechanism
2023 · Jinfu Chen, Luo Song, et al. · ACM Transactions on Privacy and Security · 30
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A review of improved extreme learning machine methods for data stream classification
2019 · Li Li, Ruizhi Sun, et al. · Multimedia Tools and Applications · 29
CDDA-MD: An efficient malicious traffic detection method based on concept drift detection and adaptation technique
2024 · Saihua Cai, Han Tang, et al. · Computers & Security · 27
CD-BTMSE: A Concept Drift detection model based on Bidirectional Temporal Convolutional Network and Multi-Stacking Ensemble learning
2024 · Saihua Cai, Yingwei Zhao, et al. · Knowledge-Based Systems · 27
An optimized feature extraction algorithm for abnormal network traffic detection
2023 · Jinfu Chen, Yuhao Chen, et al. · Future Generation Computer Systems · 27
An efficient approach for outlier detection from uncertain data streams based on maximal frequent patterns
2020 · Saihua Cai, Li Li, et al. · Expert Systems with Applications · 27
BiTCN_DRSN: An effective software vulnerability detection model based on an improved temporal convolutional network
2023 · Jinfu Chen, Wei Lin, et al. · Journal of Systems and Software · 23
MiFI-Outlier: Minimal infrequent itemset-based outlier detection approach on uncertain data stream
2019 · Saihua Cai, Sicong Li, et al. · Knowledge-Based Systems · 23
A software defect prediction method with metric compensation based on feature selection and transfer learning
2022 · Jinfu Chen, Xiaoli Wang, et al. · Frontiers of Information Technology & Electronic Engineering · 21
Robust Adaptive Semi-supervised Classification Method based on Dynamic Graph and Self-paced Learning
2020 · Li Li, Kaiyi Zhao, et al. · Information Processing & Management · 21
An efficient outlier detection approach on weighted data stream based on minimal rare pattern mining
2019 · Saihua Cai, Ruizhi Sun, et al. · China Communications · 20
An Efficient Network Intrusion Detection Model Based on Temporal Convolutional Networks
2021 · Jinfu Chen, Shang Yin, et al. · IEEE International Conference on Software Quality, Reliability and Security (QRS) · 18
Hybrid semantics-based vulnerability detection incorporating a Temporal Convolutional Network and Self-attention Mechanism
2024 · Jinfu Chen, Weijia Wang, et al. · Information and Software Technology · 17
An optimized time series combined forecasting method based on neural networks
2019 · Kaiyi Zhao, Li Li, et al. · The Journal of Supercomputing · 15
Minimal weighted infrequent itemset mining-based outlier detection approach on uncertain data stream
2018 · Saihua Cai, Ruizhi Sun, et al. · Neural Computing and Applications · 15
DCM-GIFT: An Android malware dynamic classification method based on gray-scale image and feature-selection tree
2024 · Jinfu Chen, Zian Zhao, et al. · Information and Software Technology · 14
MIT-FRNet: Modality-invariant temporal representation learning-based feature reconstruction network for missing modalities
2024 · Jiayao Li, Saihua Cai, et al. · Expert Systems with Applications · 14
An efficient anomaly detection method for uncertain data based on minimal rare patterns with the consideration of anti-monotonic constraints
2021 · Saihua Cai, Jinfu Chen, et al. · Information Sciences · 14
GSA-DT: A Malicious Traffic Detection Model Based on Graph Self-Attention Network and Decision Tree
2025 · Saihua Cai, Han Tang, et al. · IEEE Transactions on Network and Service Management · 13
Works count: 129
Citation count: 921
H-index: 18
I10-index: 31
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