Saihua Cai

According to our database, Saihua Cai authored at least 75 papers between 2016 and 2025.

Collaborative distances:

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

2025

CDDA-MD: An efficient malicious traffic detection method based on concept drift detection and adaptation technique.

Saihua Cai, Han Tang, Jinfu Chen, Yikai Hu, Wuhao Guo

Comput. Secur., 2025

2024

Software Defect Prediction Approach Based on a Diversity Ensemble Combined With Neural Network.

Jinfu Chen, Jiaping Xu, Saihua Cai, Xiaoli Wang, Haibo Chen, Zhehao Li

IEEE Trans. Reliab., September, 2024

A novel defect prediction method based on semantic feature enhancement.

Chi Zhang, Xiaoli Wang, Jinfu Chen, Saihua Cai, Rexford Nii Ayitey Sosu

J. Softw. Evol. Process., September, 2024

A novel test case prioritization approach for black-box testing based on K-medoids clustering.

Jinfu Chen, Yuechao Gu, Saihua Cai, Haibo Chen, Jingyi Chen

J. Softw. Evol. Process., April, 2024

A malicious network traffic detection model based on bidirectional temporal convolutional network with multi-head self-attention mechanism.

Saihua Cai, Han Xu, Mingjie Liu, Zhilin Chen, Guofeng Zhang

Comput. Secur., January, 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

TR-Fuzz: A syntax valid tool for fuzzing C compilers.

Chi Zhang, Jinfu Chen, Saihua Cai, Wen Zhang, Rexford Nii Ayitey Sosu, Haibo Chen

Sci. Comput. Program., 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

CD-BTMSE: A Concept Drift detection model based on Bidirectional Temporal Convolutional Network and Multi-Stacking Ensemble learning.

Saihua Cai, Yingwei Zhao, Yikai Hu, Junzhe Wu, Jiaxu Wu, Guofeng Zhang, Chuan Zhao, Rexford Nii Ayitey Sosu

Knowl. Based Syst., 2024

A generalized weighted evidence fusion algorithm based on quantum modeling.

Kaiyi Zhao, Pinle Qin, Saihua Cai, Ruizhi Sun, Zeqiu Chen, Jiayao Li

Inf. Sci., 2024

DCM-GIFT: An Android malware dynamic classification method based on gray-scale image and feature-selection tree.

Jinfu Chen, Zian Zhao, Saihua Cai, Xiao Chen, Bilal Ahmad, Luo Song, Kun Wang

Inf. Softw. Technol., 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

MIT-FRNet: Modality-invariant temporal representation learning-based feature reconstruction network for missing modalities.

Jiayao Li, Saihua Cai, Li Li, Ruizhi Sun, Gang Yuan, Rui Zhu

Expert Syst. Appl., 2024

GCN-MHSA: A novel malicious traffic detection method based on graph convolutional neural network and multi-head self-attention mechanism.

Jinfu Chen, Haodi Xie, Saihua Cai, Luo Song, Bo Geng, Wuhao Guo

Comput. Secur., 2024

SCVD-SA: A Smart Contract Vulnerability Detection Method Based on Hybrid Deep Learning Model and Self-attention Mechanism.

Dongjie Wang, Jinfu Chen, Saihua Cai, Qiaowei Feng, Yuhao Chen, Xinyi Hu

Proceedings of the IEEE International Conference on Software Analysis, 2024

JFuzzer: Detecting Optimization Errors in JavaScript Just-In-Time Compilers.

Chi Zhang, Jinfu Chen, Saihua Cai, Jingyi Chen, Chunlei Huang

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

2023

A novel combinatorial testing approach with fuzzing strategy.

Jinfu Chen, Jingyi Chen, Saihua Cai, Haibo Chen, Chi Zhang

J. Softw. Evol. Process., December, 2023

An optimized feature extraction algorithm for abnormal network traffic detection.

Jinfu Chen, Yuhao Chen, Saihua Cai, Shang Yin, Lingling Zhao, Zikang Zhang

Future Gener. Comput. Syst., December, 2023

TLS-MHSA: An Efficient Detection Model for Encrypted Malicious Traffic based on Multi-Head Self-Attention Mechanism.

Jinfu Chen, Luo Song, Saihua Cai, Haodi Xie, Shang Yin, Bilal Ahmad

ACM Trans. Priv. Secur., November, 2023

BiTCN_DRSN: An effective software vulnerability detection model based on an improved temporal convolutional network.

Jinfu Chen, Wei Lin, Saihua Cai, Yemin Yin, Haibo Chen, Dave Towey

J. Syst. Softw., October, 2023

A novel detection model for abnormal network traffic based on bidirectional temporal convolutional network.

Jinfu Chen, Tianxiang Lv, Saihua Cai, Luo Song, Shang Yin

Inf. Softw. Technol., May, 2023

A memory-related vulnerability detection approach based on vulnerability model with Petri Net.

Jinfu Chen, Chi Zhang, Saihua Cai, Lin Zhang, Liang Ma

J. Log. Algebraic Methods Program., April, 2023

Minimal Rare Pattern-Based Outlier Detection Approach For Uncertain Data Streams Under Monotonic Constraints.

Saihua Cai, Jinfu Chen, Haibo Chen, Chi Zhang, Qian Li, Dengzhou Shi, Wei Lin

Comput. J., January, 2023

CGSA-RNN: Abnormal Network Traffic Detection Model Based on CycleGAN and Self-Attention Mechanism.

Saihua Cai, Wenjun Zhao, Han Tang, Jinfu Chen, Wuhao Guo

Proceedings of the 23rd IEEE International Conference on Software Quality, 2023

2022

Research for an Adaptive Classifier Based on Dynamic Graph Learning.

Li Li, Kaiyi Zhao, Ruizhi Sun, Saihua Cai, Yongtao Liu

Neural Process. Lett., 2022

A software defect prediction method with metric compensation based on feature selection and transfer learning.

Jinfu Chen, Xiaoli Wang, Saihua Cai, Jiaping Xu, Jingyi Chen, Haibo Chen

Frontiers Inf. Technol. Electron. Eng., 2022

Detecting Outliers in Data Streams Based on Minimum Rare Pattern Mining and Pattern Matching.

Yun Li, Saihua Cai

Inf. Technol. Control., 2022

MWFP-outlier: Maximal weighted frequent-pattern-based approach for detecting outliers from uncertain weighted data streams.

Saihua Cai, Li Li, Jinfu Chen, Kaiyi Zhao, Gang Yuan, Ruizhi Sun, Rexford Nii Ayitey Sosu, Longxia Huang

Inf. Sci., 2022

Malware recognition approach based on self-similarity and an improved clustering algorithm.

Jinfu Chen, Chi Zhang, Saihua Cai, Zufa Zhang, Lu Liu, Longxia Huang

IET Softw., 2022

A formalization-based vulnerability detection method for cross-subject network components.

Jinfu Chen, Haodi Xie, Saihua Cai, Ye Geng, Yemin Yin, Zikang Zhang

Proceedings of the IEEE International Conference on Trust, 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

An Improved Test Case Generation Method based on Test Requirements for Testing Software Component.

Jinfu Chen, Yemin Yin, Saihua Cai, Ye Geng, Longxia Huang

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

An adaptive search optimization algorithm for improving the detection capability of software vulnerability.

Bo Liu, Jinfu Chen, Weijia Wang, Saihua Cai, Jingyi Chen, Qiaowei Feng

Proceedings of the Internetware 2022: 13th Asia-Pacific Symposium on Internetware, Hohhot, China, June 11, 2022

A novel classification approach for Android malware based on feature fusion and natural language processing.

Jinfu Chen, Zian Zhao, Xiao Chen, Saihua Cai, Shang Yin, Luo Song

Proceedings of the Internetware 2022: 13th Asia-Pacific Symposium on Internetware, Hohhot, China, June 11, 2022

Adaptive Random Testing based on the Modified Metric-memory Tree and Information Entropy.

Jinfu Chen, Haibo Chen, Yiming Wu, Chengying Mao, Saihua Cai

Proceedings of the 9th International Conference on Dependable Systems and Their Applications, 2022

2021

An efficient outlier detection method for data streams based on closed frequent patterns by considering anti-monotonic constraints.

Saihua Cai, Rubing Huang, Jinfu Chen, Chi Zhang, Bo Liu, Shang Yin, Ye Geng

Inf. Sci., 2021

An efficient anomaly detection method for uncertain data based on minimal rare patterns with the consideration of anti-monotonic constraints.

Saihua Cai, Jinfu Chen, Haibo Chen, Chi Zhang, Qian Li, Rexford Nii Ayitey Sosu, Shang Yin

Inf. Sci., 2021

Robust Adaptive Semi-supervised Classification Method based on Dynamic Graph and Self-paced Learning.

Li Li, Kaiyi Zhao, Jiangzhang Gan, Saihua Cai, Tong Liu, Huiyu Mu, Ruizhi Sun

Inf. Process. Manag., 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 Identification Algorithm of Attacking Programs based on Quadratic Feature Selection and Fast Decision Tree.

Dengzhou Shi, Saihua Cai, Songling Qin, Zhenxin Wang, Qiyong Zhong, Ling Zhou

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

An Empirical Study on Vulnerability Detection for Source Code Software based on Deep Learning.

Wei Lin, Saihua Cai

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

An Efficient Network Traffic Classification Method based on Combined Feature Dimensionality Reduction.

Ye Geng, Saihua Cai, Songling Qin, Haibo Chen, Shang Yin

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

An Efficient Network Intrusion Detection Model Based on Temporal Convolutional Networks.

Jinfu Chen, Shang Yin, Saihua Cai, Chi Zhang, Yemin Yin, Ling Zhou

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

An efficient dual ensemble software defect prediction method with neural network.

Jinfu Chen, Jiaping Xu, Saihua Cai, Xiaoli Wang, Yuechao Gu, Shuhui Wang

Proceedings of the IEEE International Symposium on Software Reliability Engineering, 2021

KS-TCP: An Efficient Test Case Prioritization Approach based on K-medoids and Similarity.

Jinfu Chen, Yuechao Gu, Saihua Cai, Haibo Chen, Jingyi Chen

Proceedings of the IEEE International Symposium on Software Reliability Engineering, 2021

A Test Case Generation Method of Combinatorial Testing based on τ-way Testing with Adaptive Random Testing.

Jinfu Chen, Jingyi Chen, Saihua Cai, Haibo Chen, Chi Zhang, Chuangfei Huang

Proceedings of the IEEE International Symposium on Software Reliability Engineering, 2021

Visual analysis system for association-based outlier detection for data streams.

Xiaochen Shi, Saihua Cai, Sicong Li, Ruizhi Sun

Proceedings of the 24th IEEE International Conference on Computer Supported Cooperative Work in Design, 2021

2020

An optimized time series combined forecasting method based on neural networks.

Kaiyi Zhao, Li Li, Saihua Cai, Ruizhi Sun

J. Supercomput., 2020

CAAS: a novel collective action-based ant system algorithm for solving TSP problem.

Sicong Li, Saihua Cai, Li Li, Ruizhi Sun, Gang Yuan

Soft Comput., 2020

Extreme Learning Machine for Supervised Classification with Self-paced Learning.

Li Li, Kaiyi Zhao, Sicong Li, Ruizhi Sun, Saihua Cai

Neural Process. Lett., 2020

Minimal weighted infrequent itemset mining-based outlier detection approach on uncertain data stream.

Saihua Cai, Ruizhi Sun, Shangbo Hao, Sicong Li, Gang Yuan

Neural Comput. Appl., 2020

MiFI-Outlier: Minimal infrequent itemset-based outlier detection approach on uncertain data stream.

Saihua Cai, Sicong Li, Gang Yuan, Shangbo Hao, Ruizhi Sun

Knowl. Based Syst., 2020

An efficient approach for outlier detection from uncertain data streams based on maximal frequent patterns.

Saihua Cai, Li Li, Sicong Li, Ruizhi Sun, Gang Yuan

Expert Syst. Appl., 2020

UWFP-Outlier: an efficient frequent-pattern-based outlier detection method for uncertain weighted data streams.

Saihua Cai, Li Li, Qian Li, Sicong Li, Shangbo Hao, Ruizhi Sun

Appl. Intell., 2020

iTES: Integrated Testing and Evaluation System for Software Vulnerability Detection Methods.

Chi Zhang, Jinfu Chen, Saihua Cai, Bo Liu, Yiming Wu, Ye Geng

Proceedings of the 19th IEEE International Conference on Trust, 2020

Minimal Rare-Pattern-Based Outlier Detection Method for Data Streams by Considering Anti-monotonic Constraints.

Saihua Cai, Jinfu Chen, Xinru Li, Bo Liu

Proceedings of the Information Security - 23rd International Conference, 2020

Outlier Detection for Sensor Data Streams Based on Maximum Frequent and Minimum Rare Patterns.

Xiaochen Shi, Saihua Cai, Ruizhi Sun

Proceedings of the Computer Supported Cooperative Work and Social Computing, 2020

2019

A review of improved extreme learning machine methods for data stream classification.

Li Li, Ruizhi Sun, Saihua Cai, Kaiyi Zhao, Qianqian Zhang

Multim. Tools Appl., 2019

An Efficient Outlier Detection Approach Over Uncertain Data Stream Based on Frequent Itemset Mining.

Shangbo Hao, Saihua Cai, Ruizhi Sun, Sicong Li

Inf. Technol. Control., 2019

WMFP-Outlier: An Efficient Maximal Frequent-Pattern-Based Outlier Detection Approach for Weighted Data Streams.

Saihua Cai, Qian Li, Sicong Li, Gang Yuan, Ruizhi Sun

Inf. Technol. Control., 2019

Mining recent maximal frequent itemsets over data streams with sliding window.

Saihua Cai, Shangbo Hao, Ruizhi Sun, Gang Wu

Int. Arab J. Inf. Technol., 2019

The Environment Quality Evaluation and Prediction Algorithm Based on WSN.

Qian Li, Saihua Cai, Ruizhi Sun

Proceedings of the Fuzzy Systems and Data Mining V, 2019

Improved Bat Algorithm for Multiple Knapsack Problems.

Sicong Li, Saihua Cai, Ruizhi Sun, Gang Yuan, Zeqiu Chen, Xiaochen Shi

Proceedings of the Computer Supported Cooperative Work and Social Computing, 2019

A Minimum Rare-Itemset-Based Anomaly Detection Method and Its Application on Sensor Data Stream.

Saihua Cai, Ruizhi Sun, Huiyu Mu, Xiaochen Shi, Gang Yuan

Proceedings of the Computer Supported Cooperative Work and Social Computing, 2019

A Constrained Self-adaptive Sparse Combination Representation Method for Abnormal Event Detection.

Huiyu Mu, Ruizhi Sun, Li Li, Saihua Cai, Qianqian Zhang

Proceedings of the Big Data - 7th CCF Conference, 2019

2018

GRIDEN: An effective grid-based and density-based spatial clustering algorithm to support parallel computing.

Chao Deng, Jinwei Song, Ruizhi Sun, Saihua Cai, Yinxue Shi

Pattern Recognit. Lett., 2018

Gridwave: a grid-based clustering algorithm for market transaction data based on spatial-temporal density-waves and synchronization.

Chao Deng, Jinwei Song, Ruizhi Sun, Saihua Cai, Yinxue Shi

Multim. Tools Appl., 2018

K-DBSCAN: an efficient density-based clustering algorithm supports parallel computing.

Chao Deng, Jinwei Song, Saihua Cai, Ruizhi Sun, Yinxue Shi, Shangbo Hao

Int. J. Simul. Process. Model., 2018

FCI-Outlier: An Efficient Frequent Closed Itemset-Based Outlier Detecting Approach on Data Stream.

Shangbo Hao, Saihua Cai, Ruizhi Sun, Sicong Li

Proceedings of the Computer Supported Cooperative Work and Social Computing, 2018

Abnormal Detecting over Data Stream Based on Maximal Pattern Mining Technology.

Saihua Cai, Ruizhi Sun, Jiayao Li, Chao Deng, Sicong Li

Proceedings of the Computer Supported Cooperative Work and Social Computing, 2018

2017

Detecting Implicit Security Exceptions Using an Improved Variable-Length Sequential Pattern Mining Method.

Jinfu Chen, Saihua Cai, Dave Towey, Lili Zhu, Rubing Huang, Hilary Ackah-Arthur, Michael Omari

Int. J. Softw. Eng. Knowl. Eng., 2017

2016

A mining approach for component abnormal information based on monitor log.

Jinfu Chen, Lili Zhu, Yuchi Guo, Saihua Cai, Xiaolei Zhao

Int. J. Simul. Process. Model., 2016