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2020 – today
- 2025
[j45]Saihua Cai
, Han Tang, Jinfu Chen, Yikai Hu, Wuhao Guo:
CDDA-MD: An efficient malicious traffic detection method based on concept drift detection and adaptation technique. Comput. Secur. 148: 104121 (2025)- 2024
- [j44]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: 103580 (2024) - [j43]Jinfu Chen, Haodi Xie, Saihua Cai, Luo Song, Bo Geng, Wuhao Guo:
GCN-MHSA: A novel malicious traffic detection method based on graph convolutional neural network and multi-head self-attention mechanism. Comput. Secur. 147: 104083 (2024) - [j42]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: 123655 (2024) - [j41]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: 107453 (2024) - [j40]Jinfu Chen, Zian Zhao, Saihua Cai, Xiao Chen, Bilal Ahmad, Luo Song, Kun Wang:
DCM-GIFT: An Android malware dynamic classification method based on gray-scale image and feature-selection tree. Inf. Softw. Technol. 176: 107560 (2024) - [j39]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: 121285 (2024) - [j38]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: 111681 (2024) - [j37]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: 103155 (2024) - [j36]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: 103156 (2024) - [j35]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) - [j34]Chi Zhang, Xiaoli Wang, Jinfu Chen, Saihua Cai, Rexford Nii Ayitey Sosu:
A novel defect prediction method based on semantic feature enhancement. J. Softw. Evol. Process. 36(9) (2024) - [j33]Shengran Wang, Jinfu Chen, Jianming Zhang, Saihua Cai, Wen Zhang, Jian Sun:
A novel memory usage guided fuzzing based on particle swarm optimization. Swarm Evol. Comput. 91: 101747 (2024) - [j32]Jinfu Chen, Jiaping Xu, Saihua Cai, Xiaoli Wang, Haibo Chen, Zhehao Li:
Software Defect Prediction Approach Based on a Diversity Ensemble Combined With Neural Network. IEEE Trans. Reliab. 73(3): 1487-1501 (2024) - [c29]Jinfu Chen, Fei Yan, Saihua Cai, Shengran Wang, Jingyi Chen:
FMUZZ: A Novel Greybox Fuzzing Approach based on Mutation Strategy Optimization with Byte Scheduling. QRS 2024: 550-561 - [c28]Dongjie Wang, Jinfu Chen, Saihua Cai, Qiaowei Feng, Yuhao Chen, Xinyi Hu:
SCVD-SA: A Smart Contract Vulnerability Detection Method Based on Hybrid Deep Learning Model and Self-attention Mechanism. SANER (Companion) 2024: 207-214 - 2023
- [j31]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): 16-34 (2023) - [j30]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: 330-342 (2023) - [j29]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: 107166 (2023) - [j28]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: 100859 (2023) - [j27]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: 111772 (2023) - [j26]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) - [j25]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): 44:1-44:21 (2023) - [c27]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: 541-549 - 2022
- [j24]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): 527-541 (2022) - [j23]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: 195-225 (2022) - [j22]Yun Li, Saihua Cai:
Detecting Outliers in Data Streams Based on Minimum Rare Pattern Mining and Pattern Matching. Inf. Technol. Control. 51(2): 268-282 (2022) - [j21]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): 715-731 (2022) - [j20]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): 2675-2693 (2022) - [c26]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: 615-623 - [c25]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: 28-36 - [c24]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: 212-220 - [c23]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: 172:1-172:5 - [c22]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: 209-218 - [c21]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: 780-781 - [c20]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: 1054-1059 - 2021
- [j19]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): 102433 (2021) - [j18]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: 125-146 (2021) - [j17]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: 620-642 (2021) - [c19]Xiaochen Shi, Saihua Cai, Sicong Li, Ruizhi Sun:
Visual analysis system for association-based outlier detection for data streams. CSCWD 2021: 232-237 - [c18]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: 83-90 - [c17]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: 91-98 - [c16]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: 105-110 - [c15]Jinfu Chen, Shang Yin, Saihua Cai, Lingling Zhao, Shengran Wang:
L-KPCA: an efficient feature extraction method for network intrusion detection. MSN 2021: 683-684 - [c14]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: 133-140 - [c13]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: 407-414 - [c12]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: 768-775 - [c11]Wei Lin, Saihua Cai:
An Empirical Study on Vulnerability Detection for Source Code Software based on Deep Learning. QRS Companion 2021: 1159-1160 - [c10]Jin-Fu Chen, Bo Liu, Saihua Cai, Weijia Wang, Shengran Wang:
AIdetectorX: A Vulnerability Detector Based on TCN and Self-attention Mechanism. SETTA 2021: 161-177 - 2020
- [j16]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): 3452-3470 (2020) - [j15]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: 113646 (2020) - [j14]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: 105268 (2020) - [j13]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): 6619-6639 (2020) - [j12]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): 1723-1744 (2020) - [j11]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): 9257-9278 (2020) - [j10]Kaiyi Zhao, Li Li, Saihua Cai, Ruizhi Sun:
An optimized time series combined forecasting method based on neural networks. J. Supercomput. 76(4): 2986-3012 (2020) - [c9]Xiaochen Shi, Saihua Cai, Ruizhi Sun:
Outlier Detection for Sensor Data Streams Based on Maximum Frequent and Minimum Rare Patterns. ChineseCSCW 2020: 542-557 - [c8]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: 274-289 - [c7]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: 1455-1460
2010 – 2019
- 2019
- [j9]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): 961-969 (2019) - [j8]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): 34-46 (2019) - [j7]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): 505-521 (2019) - [j6]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): 33375-33400 (2019) - [c6]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: 3-15 - [c5]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: 116-130 - [c4]Sicong Li, Saihua Cai, Ruizhi Sun, Gang Yuan, Zeqiu Chen, Xiaochen Shi:
Improved Bat Algorithm for Multiple Knapsack Problems. ChineseCSCW 2019: 143-157 - [c3]Qian Li, Saihua Cai, Ruizhi Sun:
The Environment Quality Evaluation and Prediction Algorithm Based on WSN. FSDM 2019: 1077-1084 - 2018
- [j5]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): 496-505 (2018) - [j4]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): 29623-29637 (2018) - [j3]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: 81-88 (2018) - [c2]Shangbo Hao, Saihua Cai, Ruizhi Sun, Sicong Li:
FCI-Outlier: An Efficient Frequent Closed Itemset-Based Outlier Detecting Approach on Data Stream. ChineseCSCW 2018: 176-187 - [c1]Saihua Cai, Ruizhi Sun, Jiayao Li, Chao Deng, Sicong Li:
Abnormal Detecting over Data Stream Based on Maximal Pattern Mining Technology. ChineseCSCW 2018: 371-385 - 2017
- [j2]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): 1235-1268 (2017) - 2016
- [j1]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): 353-362 (2016)
Coauthor Index
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