Saihua Cai

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 66

Top Topics

Outlier Detection

Top Venues

Inf. Technol. Control.

Publications

Saihua Cai, Han Xu, Mingjie Liu, Zhilin Chen, Guofeng Zhang
A malicious network traffic detection model based on bidirectional temporal convolutional network with multi-head self-attention mechanism. Comput. Secur. 136 (2024)
Jinfu Chen, Weijia Wang, Bo Liu, Saihua Cai, Dave Towey, Shengran Wang
Hybrid semantics-based vulnerability detection incorporating a Temporal Convolutional Network and Self-attention Mechanism. Inf. Softw. Technol. 171 (2024)
Jinfu Chen, Yuechao Gu, Saihua Cai, Haibo Chen, Jingyi Chen
A novel test case prioritization approach for black-box testing based on K-medoids clustering. J. Softw. Evol. Process. 36 (4) (2024)
Chi Zhang, Jinfu Chen, Saihua Cai, Wen Zhang, Rexford Nii Ayitey Sosu, Haibo Chen
TR-Fuzz: A syntax valid tool for fuzzing C compilers. Sci. Comput. Program. 238 (2024)
Saihua Cai, Yingwei Zhao, Yikai Hu, Junzhe Wu, Jiaxu Wu, Guofeng Zhang, Chuan Zhao, Rexford Nii Ayitey Sosu
CD-BTMSE: A Concept Drift detection model based on Bidirectional Temporal Convolutional Network and Multi-Stacking Ensemble learning. Knowl. Based Syst. 294 (2024)
Jinfu Chen, Yemin Yin, Saihua Cai, Weijia Wang, Shengran Wang, Jiming Chen
iGnnVD: A novel software vulnerability detection model based on integrated graph neural networks. Sci. Comput. Program. 238 (2024)
Jiayao Li, Saihua Cai, Li Li, Ruizhi Sun, Gang Yuan, Rui Zhu
MIT-FRNet: Modality-invariant temporal representation learning-based feature reconstruction network for missing modalities. Expert Syst. Appl. 249 (2024)
Kaiyi Zhao, Pinle Qin, Saihua Cai, Ruizhi Sun, Zeqiu Chen, Jiayao Li
A generalized weighted evidence fusion algorithm based on quantum modeling. Inf. Sci. 683 (2024)
Jinfu Chen, Luo Song, Saihua Cai, Haodi Xie, Shang Yin, Bilal Ahmad
TLS-MHSA: An Efficient Detection Model for Encrypted Malicious Traffic based on Multi-Head Self-Attention Mechanism. ACM Trans. Priv. Secur. 26 (4) (2023)
Jinfu Chen, Jingyi Chen, Saihua Cai, Haibo Chen, Chi Zhang
A novel combinatorial testing approach with fuzzing strategy. J. Softw. Evol. Process. 35 (12) (2023)
Jinfu Chen, Tianxiang Lv, Saihua Cai, Luo Song, Shang Yin
A novel detection model for abnormal network traffic based on bidirectional temporal convolutional network. Inf. Softw. Technol. 157 (2023)
Saihua Cai, Wenjun Zhao, Han Tang, Jinfu Chen, Wuhao Guo
CGSA-RNN: Abnormal Network Traffic Detection Model Based on CycleGAN and Self-Attention Mechanism. QRS (2023)
Jinfu Chen, Chi Zhang, Saihua Cai, Lin Zhang, Liang Ma
A memory-related vulnerability detection approach based on vulnerability model with Petri Net. J. Log. Algebraic Methods Program. 132 (2023)
Jinfu Chen, Yuhao Chen, Saihua Cai, Shang Yin, Lingling Zhao, Zikang Zhang
An optimized feature extraction algorithm for abnormal network traffic detection. Future Gener. Comput. Syst. 149 (2023)
Saihua Cai, Jinfu Chen, Haibo Chen, Chi Zhang, Qian Li, Dengzhou Shi, Wei Lin
Minimal Rare Pattern-Based Outlier Detection Approach For Uncertain Data Streams Under Monotonic Constraints. Comput. J. 66 (1) (2023)
Jinfu Chen, Wei Lin, Saihua Cai, Yemin Yin, Haibo Chen, Dave Towey
BiTCN_DRSN: An effective software vulnerability detection model based on an improved temporal convolutional network. J. Syst. Softw. 204 (2023)
Jinfu Chen, Shengran Wang, Saihua Cai, Chi Zhang, Haibo Chen, Jingyi Chen, Jianming Zhang
A Novel Coverage-guided Greybox Fuzzing based on Power Schedule Optimization with Time Complexity. ASE (2022)
Jinfu Chen, Yemin Yin, Saihua Cai, Ye Geng, Longxia Huang
An Improved Test Case Generation Method based on Test Requirements for Testing Software Component. QRS Companion (2022)
Yun Li, Saihua Cai
Detecting Outliers in Data Streams Based on Minimum Rare Pattern Mining and Pattern Matching. Inf. Technol. Control. 51 (2) (2022)
Bo Liu, Jinfu Chen, Weijia Wang, Saihua Cai, Jingyi Chen, Qiaowei Feng
An adaptive search optimization algorithm for improving the detection capability of software vulnerability. Internetware (2022)
Li Li, Kaiyi Zhao, Ruizhi Sun, Saihua Cai, Yongtao Liu
Research for an Adaptive Classifier Based on Dynamic Graph Learning. Neural Process. Lett. 54 (4) (2022)
Jinfu Chen, Xiaoli Wang, Saihua Cai, Jiaping Xu, Jingyi Chen, Haibo Chen
A software defect prediction method with metric compensation based on feature selection and transfer learning. Frontiers Inf. Technol. Electron. Eng. 23 (5) (2022)
Shengran Wang, Jinfu Chen, Saihua Cai, Chi Zhang, Haibo Chen
A Novel Coverage-Guided Greybox Fuzzing Method based on Grammar-Aware with Particle Swarm Optimization. QRS Companion (2022)
Saihua Cai, Li Li, Jinfu Chen, Kaiyi Zhao, Gang Yuan, Ruizhi Sun, Rexford Nii Ayitey Sosu, Longxia Huang
MWFP-outlier: Maximal weighted frequent-pattern-based approach for detecting outliers from uncertain weighted data streams. Inf. Sci. 591 (2022)
Jinfu Chen, Haibo Chen, Yiming Wu, Chengying Mao, Saihua Cai
Adaptive Random Testing based on the Modified Metric-memory Tree and Information Entropy. DSA (2022)
Jinfu Chen, Haodi Xie, Saihua Cai, Ye Geng, Yemin Yin, Zikang Zhang
A formalization-based vulnerability detection method for cross-subject network components. TrustCom (2022)
Jinfu Chen, Chi Zhang, Saihua Cai, Zufa Zhang, Lu Liu, Longxia Huang
Malware recognition approach based on self-similarity and an improved clustering algorithm. IET Softw. 16 (5) (2022)
Jinfu Chen, Zian Zhao, Xiao Chen, Saihua Cai, Shang Yin, Luo Song
A novel classification approach for Android malware based on feature fusion and natural language processing. Internetware (2022)
Saihua Cai, Jinfu Chen, Haibo Chen, Chi Zhang, Qian Li, Rexford Nii Ayitey Sosu, Shang Yin
An efficient anomaly detection method for uncertain data based on minimal rare patterns with the consideration of anti-monotonic constraints. Inf. Sci. 580 (2021)
Jinfu Chen, Shang Yin, Saihua Cai, Chi Zhang, Yemin Yin, Ling Zhou
An Efficient Network Intrusion Detection Model Based on Temporal Convolutional Networks. QRS (2021)
Saihua Cai, Rubing Huang, Jinfu Chen, Chi Zhang, Bo Liu, Shang Yin, Ye Geng
An efficient outlier detection method for data streams based on closed frequent patterns by considering anti-monotonic constraints. Inf. Sci. 555 (2021)
Li Li, Kaiyi Zhao, Jiangzhang Gan, Saihua Cai, Tong Liu, Huiyu Mu, Ruizhi Sun
Robust Adaptive Semi-supervised Classification Method based on Dynamic Graph and Self-paced Learning. Inf. Process. Manag. 58 (1) (2021)
Jin-Fu Chen, Bo Liu, Saihua Cai, Weijia Wang, Shengran Wang
AIdetectorX: A Vulnerability Detector Based on TCN and Self-attention Mechanism. SETTA (2021)
Jinfu Chen, Jingyi Chen, Saihua Cai, Haibo Chen, Chi Zhang, Chuangfei Huang
A Test Case Generation Method of Combinatorial Testing based on τ-way Testing with Adaptive Random Testing. ISSRE Workshops (2021)
Dengzhou Shi, Saihua Cai, Songling Qin, Zhenxin Wang, Qiyong Zhong, Ling Zhou
An Identification Algorithm of Attacking Programs based on Quadratic Feature Selection and Fast Decision Tree. QRS Companion (2021)
Xiaochen Shi, Saihua Cai, Sicong Li, Ruizhi Sun
Visual analysis system for association-based outlier detection for data streams. CSCWD (2021)
Jinfu Chen, Jiaping Xu, Saihua Cai, Xiaoli Wang, Yuechao Gu, Shuhui Wang
An efficient dual ensemble software defect prediction method with neural network. ISSRE Workshops (2021)
Jinfu Chen, Yuechao Gu, Saihua Cai, Haibo Chen, Jingyi Chen
KS-TCP: An Efficient Test Case Prioritization Approach based on K-medoids and Similarity. ISSRE Workshops (2021)
Jinfu Chen, Shang Yin, Saihua Cai, Lingling Zhao, Shengran Wang
L-KPCA: an efficient feature extraction method for network intrusion detection. MSN (2021)
Wei Lin, Saihua Cai
An Empirical Study on Vulnerability Detection for Source Code Software based on Deep Learning. QRS Companion (2021)
Ye Geng, Saihua Cai, Songling Qin, Haibo Chen, Shang Yin
An Efficient Network Traffic Classification Method based on Combined Feature Dimensionality Reduction. QRS Companion (2021)
Saihua Cai, Li Li, Sicong Li, Ruizhi Sun, Gang Yuan
An efficient approach for outlier detection from uncertain data streams based on maximal frequent patterns. Expert Syst. Appl. 160 (2020)
Xiaochen Shi, Saihua Cai, Ruizhi Sun
Outlier Detection for Sensor Data Streams Based on Maximum Frequent and Minimum Rare Patterns. ChineseCSCW (2020)
Li Li, Kaiyi Zhao, Sicong Li, Ruizhi Sun, Saihua Cai
Extreme Learning Machine for Supervised Classification with Self-paced Learning. Neural Process. Lett. 52 (3) (2020)
Sicong Li, Saihua Cai, Li Li, Ruizhi Sun, Gang Yuan
CAAS: a novel collective action-based ant system algorithm for solving TSP problem. Soft Comput. 24 (12) (2020)
Chi Zhang, Jinfu Chen, Saihua Cai, Bo Liu, Yiming Wu, Ye Geng
iTES: Integrated Testing and Evaluation System for Software Vulnerability Detection Methods. TrustCom (2020)
Saihua Cai, Ruizhi Sun, Shangbo Hao, Sicong Li, Gang Yuan
Minimal weighted infrequent itemset mining-based outlier detection approach on uncertain data stream. Neural Comput. Appl. 32 (11) (2020)
Kaiyi Zhao, Li Li, Saihua Cai, Ruizhi Sun
An optimized time series combined forecasting method based on neural networks. J. Supercomput. 76 (4) (2020)
Saihua Cai, Sicong Li, Gang Yuan, Shangbo Hao, Ruizhi Sun
MiFI-Outlier: Minimal infrequent itemset-based outlier detection approach on uncertain data stream. Knowl. Based Syst. 191 (2020)
Saihua Cai, Li Li, Qian Li, Sicong Li, Shangbo Hao, Ruizhi Sun
UWFP-Outlier: an efficient frequent-pattern-based outlier detection method for uncertain weighted data streams. Appl. Intell. 50 (10) (2020)
Saihua Cai, Jinfu Chen, Xinru Li, Bo Liu
Minimal Rare-Pattern-Based Outlier Detection Method for Data Streams by Considering Anti-monotonic Constraints. ISC (2020)
Saihua Cai, Shangbo Hao, Ruizhi Sun, Gang Wu
Mining recent maximal frequent itemsets over data streams with sliding window. Int. Arab J. Inf. Technol. 16 (6) (2019)
Saihua Cai, Ruizhi Sun, Huiyu Mu, Xiaochen Shi, Gang Yuan
A Minimum Rare-Itemset-Based Anomaly Detection Method and Its Application on Sensor Data Stream. ChineseCSCW (2019)
Sicong Li, Saihua Cai, Ruizhi Sun, Gang Yuan, Zeqiu Chen, Xiaochen Shi
Improved Bat Algorithm for Multiple Knapsack Problems. ChineseCSCW (2019)
Saihua Cai, Qian Li, Sicong Li, Gang Yuan, Ruizhi Sun
WMFP-Outlier: An Efficient Maximal Frequent-Pattern-Based Outlier Detection Approach for Weighted Data Streams. Inf. Technol. Control. 48 (4) (2019)
Huiyu Mu, Ruizhi Sun, Li Li, Saihua Cai, Qianqian Zhang
A Constrained Self-adaptive Sparse Combination Representation Method for Abnormal Event Detection. Big Data (CCF) (2019)
Qian Li, Saihua Cai, Ruizhi Sun
The Environment Quality Evaluation and Prediction Algorithm Based on WSN. FSDM (2019)
Shangbo Hao, Saihua Cai, Ruizhi Sun, Sicong Li
An Efficient Outlier Detection Approach Over Uncertain Data Stream Based on Frequent Itemset Mining. Inf. Technol. Control. 48 (1) (2019)
Li Li, Ruizhi Sun, Saihua Cai, Kaiyi Zhao, Qianqian Zhang
A review of improved extreme learning machine methods for data stream classification. Multim. Tools Appl. 78 (23) (2019)
Saihua Cai, Ruizhi Sun, Jiayao Li, Chao Deng, Sicong Li
Abnormal Detecting over Data Stream Based on Maximal Pattern Mining Technology. ChineseCSCW (2018)
Shangbo Hao, Saihua Cai, Ruizhi Sun, Sicong Li
FCI-Outlier: An Efficient Frequent Closed Itemset-Based Outlier Detecting Approach on Data Stream. ChineseCSCW (2018)
Chao Deng, Jinwei Song, Ruizhi Sun, Saihua Cai, Yinxue Shi
GRIDEN: An effective grid-based and density-based spatial clustering algorithm to support parallel computing. Pattern Recognit. Lett. 109 (2018)
Chao Deng, Jinwei Song, Ruizhi Sun, Saihua Cai, Yinxue Shi
Gridwave: a grid-based clustering algorithm for market transaction data based on spatial-temporal density-waves and synchronization. Multim. Tools Appl. 77 (22) (2018)
Chao Deng, Jinwei Song, Saihua Cai, Ruizhi Sun, Yinxue Shi, Shangbo Hao
K-DBSCAN: an efficient density-based clustering algorithm supports parallel computing. Int. J. Simul. Process. Model. 13 (5) (2018)
Jinfu Chen, Saihua Cai, Dave Towey, Lili Zhu, Rubing Huang, Hilary Ackah-Arthur, Michael Omari
Detecting Implicit Security Exceptions Using an Improved Variable-Length Sequential Pattern Mining Method. Int. J. Softw. Eng. Knowl. Eng. 27 (8) (2017)
Jinfu Chen, Lili Zhu, Yuchi Guo, Saihua Cai, Xiaolei Zhao
A mining approach for component abnormal information based on monitor log. Int. J. Simul. Process. Model. 11 (5) (2016)