A mining approach for component abnormal information based on monitor log. - Jinfu Chen 001; Lili Zhu; Yuchi Guo; Saihua Cai; Xiaolei Zhao (Int. J. Simul. Process. Model., 2016)

Detecting Implicit Security Exceptions Using an Improved Variable-Length Sequential Pattern Mining Method. - Jinfu Chen 001; Saihua Cai; Dave Towey; Lili Zhu; Rubing Huang; Hilary Ackah-Arthur; Michael Omari (Int. J. Softw. Eng. Knowl. Eng., 2017)

Abnormal Detecting over Data Stream Based on Maximal Pattern Mining Technology. - Saihua Cai; Ruizhi Sun; Jiayao Li; Chao Deng 001; Sicong Li (ChineseCSCW, 2018)

FCI-Outlier: An Efficient Frequent Closed Itemset-Based Outlier Detecting Approach on Data Stream. - Shangbo Hao; Saihua Cai; Ruizhi Sun; Sicong Li (ChineseCSCW, 2018)

K-DBSCAN: an efficient density-based clustering algorithm supports parallel computing. - Chao Deng 001; Jinwei Song; Saihua Cai; Ruizhi Sun; Yinxue Shi; Shangbo Hao (Int. J. Simul. Process. Model., 2018)

Gridwave: a grid-based clustering algorithm for market transaction data based on spatial-temporal density-waves and synchronization. - Chao Deng 001; Jinwei Song; Ruizhi Sun; Saihua Cai; Yinxue Shi (Multim. Tools Appl., 2018)

GRIDEN: An effective grid-based and density-based spatial clustering algorithm to support parallel computing. - Chao Deng 001; Jinwei Song; Ruizhi Sun; Saihua Cai; Yinxue Shi (Pattern Recognit. Lett., 2018)

A Constrained Self-adaptive Sparse Combination Representation Method for Abnormal Event Detection. - Huiyu Mu; Ruizhi Sun; Li Li 059; Saihua Cai; Qianqian Zhang 003 (Big Data (CCF), 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 (ChineseCSCW, 2019)

Improved Bat Algorithm for Multiple Knapsack Problems. - Sicong Li; Saihua Cai; Ruizhi Sun; Gang Yuan; Zeqiu Chen; Xiaochen Shi (ChineseCSCW, 2019)

The Environment Quality Evaluation and Prediction Algorithm Based on WSN. - Qian Li 042; Saihua Cai; Ruizhi Sun (FSDM, 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)

WMFP-Outlier: An Efficient Maximal Frequent-Pattern-Based Outlier Detection Approach for Weighted Data Streams. - Saihua Cai; Qian Li 042; Sicong Li; Gang Yuan; Ruizhi Sun (Inf. Technol. Control., 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)

A review of improved extreme learning machine methods for data stream classification. - Li Li 059; Ruizhi Sun; Saihua Cai; Kaiyi Zhao; Qianqian Zhang 003 (Multim. Tools Appl., 2019)

Outlier Detection for Sensor Data Streams Based on Maximum Frequent and Minimum Rare Patterns. - Xiaochen Shi; Saihua Cai; Ruizhi Sun (ChineseCSCW, 2020)

Minimal Rare-Pattern-Based Outlier Detection Method for Data Streams by Considering Anti-monotonic Constraints. - Saihua Cai; Jinfu Chen 001; Xinru Li; Bo Liu 048 (ISC, 2020)

iTES: Integrated Testing and Evaluation System for Software Vulnerability Detection Methods. - Chi Zhang 046; Jinfu Chen 001; Saihua Cai; Bo Liu 048; Yiming Wu; Ye Geng (TrustCom, 2020)

UWFP-Outlier: an efficient frequent-pattern-based outlier detection method for uncertain weighted data streams. - Saihua Cai; Li Li 059; Qian Li 042; Sicong Li; Shangbo Hao; Ruizhi Sun (Appl. Intell., 2020)

An efficient approach for outlier detection from uncertain data streams based on maximal frequent patterns. - Saihua Cai; Li Li 059; Sicong Li; Ruizhi Sun; Gang Yuan (Expert Syst. 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)

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)

Extreme Learning Machine for Supervised Classification with Self-paced Learning. - Li Li 059; Kaiyi Zhao; Sicong Li; Ruizhi Sun; Saihua Cai (Neural Process. Lett., 2020)

CAAS: a novel collective action-based ant system algorithm for solving TSP problem. - Sicong Li; Saihua Cai; Li Li 059; Ruizhi Sun; Gang Yuan (Soft Comput., 2020)

An optimized time series combined forecasting method based on neural networks. - Kaiyi Zhao; Li Li 059; Saihua Cai; Ruizhi Sun (J. Supercomput., 2020)

Visual analysis system for association-based outlier detection for data streams. - Xiaochen Shi; Saihua Cai; Sicong Li; Ruizhi Sun (CSCWD, 2021)

A Test Case Generation Method of Combinatorial Testing based on τ-way Testing with Adaptive Random Testing. - Jinfu Chen 001; Jingyi Chen; Saihua Cai; Haibo Chen 005; Chi Zhang 046; Chuangfei Huang (ISSRE Workshops, 2021)

KS-TCP: An Efficient Test Case Prioritization Approach based on K-medoids and Similarity. - Jinfu Chen 001; Yuechao Gu; Saihua Cai; Haibo Chen 005; Jingyi Chen (ISSRE Workshops, 2021)

An efficient dual ensemble software defect prediction method with neural network. - Jinfu Chen 001; Jiaping Xu; Saihua Cai; Xiaoli Wang; Yuechao Gu; Shuhui Wang (ISSRE Workshops, 2021)

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 Efficient Network Intrusion Detection Model Based on Temporal Convolutional Networks. - Jinfu Chen 001; Shang Yin; Saihua Cai; Chi Zhang 046; Yemin Yin; Ling Zhou (QRS, 2021)

An Efficient Network Traffic Classification Method based on Combined Feature Dimensionality Reduction. - Ye Geng; Saihua Cai; Songling Qin; Haibo Chen 005; Shang Yin (QRS Companion, 2021)

An Empirical Study on Vulnerability Detection for Source Code Software based on Deep Learning. - Wei Lin; Saihua Cai (QRS Companion, 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 (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)

Robust Adaptive Semi-supervised Classification Method based on Dynamic Graph and Self-paced Learning. - Li Li 059; Kaiyi Zhao; Jiangzhang Gan; Saihua Cai; Tong Liu; Huiyu Mu; Ruizhi Sun (Inf. Process. Manag., 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 001; Haibo Chen 005; Chi Zhang 046; Qian Li 042; Rexford Nii Ayitey Sosu; Shang Yin (Inf. Sci., 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 001; Chi Zhang 046; Bo Liu 048; Shang Yin; Ye Geng (Inf. Sci., 2021)

Adaptive Random Testing based on the Modified Metric-memory Tree and Information Entropy. - Jinfu Chen 001; Haibo Chen 005; Yiming Wu; Chengying Mao; Saihua Cai (DSA, 2022)

A novel classification approach for Android malware based on feature fusion and natural language processing. - Jinfu Chen 001; Zian Zhao; Xiao Chen 003; Saihua Cai; Shang Yin; Luo Song (Internetware, 2022)

An adaptive search optimization algorithm for improving the detection capability of software vulnerability. - Bo Liu 048; Jinfu Chen 001; Weijia Wang; Saihua Cai; Jingyi Chen; Qiaowei Feng (Internetware, 2022)

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)

An Improved Test Case Generation Method based on Test Requirements for Testing Software Component. - Jinfu Chen 001; Yemin Yin; Saihua Cai; Ye Geng; Longxia Huang (QRS Companion, 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)

A formalization-based vulnerability detection method for cross-subject network components. - Jinfu Chen 001; Haodi Xie; Saihua Cai; Ye Geng; Yemin Yin; Zikang Zhang (TrustCom, 2022)

Malware recognition approach based on self-similarity and an improved clustering algorithm. - Jinfu Chen 001; Chi Zhang 046; Saihua Cai; Zufa Zhang; Lu Liu; Longxia Huang (IET Softw., 2022)

MWFP-outlier: Maximal weighted frequent-pattern-based approach for detecting outliers from uncertain weighted data streams. - Saihua Cai; Li Li 059; Jinfu Chen 001; Kaiyi Zhao; Gang Yuan; Ruizhi Sun; Rexford Nii Ayitey Sosu; Longxia Huang (Inf. Sci., 2022)

Detecting Outliers in Data Streams Based on Minimum Rare Pattern Mining and Pattern Matching. - Yun Li; Saihua Cai (Inf. Technol. Control., 2022)

A software defect prediction method with metric compensation based on feature selection and transfer learning. - Jinfu Chen 001; Xiaoli Wang; Saihua Cai; Jiaping Xu; Jingyi Chen; Haibo Chen 005 (Frontiers Inf. Technol. Electron. Eng., 2022)

Research for an Adaptive Classifier Based on Dynamic Graph Learning. - Li Li 059; Kaiyi Zhao; Ruizhi Sun; Saihua Cai; Yongtao Liu (Neural Process. Lett., 2022)

CGSA-RNN: Abnormal Network Traffic Detection Model Based on CycleGAN and Self-Attention Mechanism. - Saihua Cai; Wenjun Zhao; Han Tang; Jinfu Chen 001; Wuhao Guo (QRS, 2023)

VDABSys: A Novel Security-Testing Framework for Blockchain Systems Based on Vulnerability detection. - Jinfu Chen 001; Qiaowei Feng; Saihua Cai; Dengzhou Shi; Dave Towey; Yuhao Chen; Dongjie Wang (SecureComm (1), 2023)

Minimal Rare Pattern-Based Outlier Detection Approach For Uncertain Data Streams Under Monotonic Constraints. - Saihua Cai; Jinfu Chen 001; Haibo Chen 005; Chi Zhang 046; Qian Li 042; Dengzhou Shi; Wei Lin (Comput. J., 2023)

A memory-related vulnerability detection approach based on vulnerability model with Petri Net. - Jinfu Chen 001; Chi Zhang 046; Saihua Cai; Lin Zhang; Liang Ma (J. Log. Algebraic Methods Program., 2023)

A novel detection model for abnormal network traffic based on bidirectional temporal convolutional network. - Jinfu Chen 001; Tianxiang Lv; Saihua Cai; Luo Song; Shang Yin (Inf. Softw. Technol., 2023)

BiTCN_DRSN: An effective software vulnerability detection model based on an improved temporal convolutional network. - Jinfu Chen 001; Wei Lin; Saihua Cai; Yemin Yin; Haibo Chen 005; Dave Towey (J. Syst. Softw., 2023)

TLS-MHSA: An Efficient Detection Model for Encrypted Malicious Traffic based on Multi-Head Self-Attention Mechanism. - Jinfu Chen 001; Luo Song; Saihua Cai; Haodi Xie; Shang Yin; Bilal Ahmad (ACM Trans. Priv. Secur., 2023)

An optimized feature extraction algorithm for abnormal network traffic detection. - Jinfu Chen 001; Yuhao Chen; Saihua Cai; Shang Yin; Lingling Zhao; Zikang Zhang (Future Gener. Comput. Syst., 2023)

A novel combinatorial testing approach with fuzzing strategy. - Jinfu Chen 001; Jingyi Chen; Saihua Cai; Haibo Chen 005; Chi Zhang 046 (J. Softw. Evol. Process., 2023)

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)

JFuzzer: Detecting Optimization Errors in JavaScript Just-In-Time Compilers. - Chi Zhang 046; Jinfu Chen 001; Saihua Cai; Jingyi Chen; Chunlei Huang (QRS Companion, 2024)

DA-CPVD: Vulnerability Detection Method based on Dual Attention Composite Pooling. - Mengxuan Shi; Jinfu Chen 001; Saihua Cai; Ziyan Liu; Jiapeng Zhou (TrustCom, 2024)

SCVD-SA: A Smart Contract Vulnerability Detection Method Based on Hybrid Deep Learning Model and Self-attention Mechanism. - Dongjie Wang; Jinfu Chen 001; Saihua Cai; Qiaowei Feng; Yuhao Chen; Xinyi Hu (SANER (Companion), 2024)

GCN-MHSA: A novel malicious traffic detection method based on graph convolutional neural network and multi-head self-attention mechanism. - Jinfu Chen 001; Haodi Xie; Saihua Cai; Luo Song; Bo Geng; Wuhao Guo (Comput. Secur., 2024)

MIT-FRNet: Modality-invariant temporal representation learning-based feature reconstruction network for missing modalities. - Jiayao Li; Saihua Cai; Li Li 059; Ruizhi Sun; Gang Yuan; Rui Zhu (Expert Syst. Appl., 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)

DCM-GIFT: An Android malware dynamic classification method based on gray-scale image and feature-selection tree. - Jinfu Chen 001; Zian Zhao; Saihua Cai; Xiao Chen 003; Bilal Ahmad; Luo Song; Kun Wang (Inf. Softw. Technol., 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)

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 015; Chuan Zhao; Rexford Nii Ayitey Sosu (Knowl. Based Syst., 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)

TR-Fuzz: A syntax valid tool for fuzzing C compilers. - Chi Zhang 046; Jinfu Chen 001; Saihua Cai; Wen Zhang; Rexford Nii Ayitey Sosu; Haibo Chen 005 (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)

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 015 (Comput. Secur., 2024)

A novel test case prioritization approach for black-box testing based on K-medoids clustering. - Jinfu Chen 001; Yuechao Gu; Saihua Cai; Haibo Chen 005; Jingyi Chen (J. Softw. Evol. Process., 2024)

A novel defect prediction method based on semantic feature enhancement. - Chi Zhang 046; Xiaoli Wang; Jinfu Chen 001; Saihua Cai; Rexford Nii Ayitey Sosu (J. Softw. Evol. Process., 2024)

Software Defect Prediction Approach Based on a Diversity Ensemble Combined With Neural Network. - Jinfu Chen 001; Jiaping Xu; Saihua Cai; Xiaoli Wang; Haibo Chen 005; Zhehao Li (IEEE Trans. Reliab., 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)

CDDA-MD: An efficient malicious traffic detection method based on concept drift detection and adaptation technique. - Saihua Cai; Han Tang; Jinfu Chen 001; Yikai Hu; Wuhao Guo (Comput. Secur., 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)

CT-SSSA: Malicious traffic augmentation based on classifier transGAN and spatial-channel synergistic self-attention. - Saihua Cai; Xingyu Zhao; Jinfu Chen 001; Yige Zhao; Junyi Chen; Lizhou Chen (Knowl. Based Syst., 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)

GSA-DT: A Malicious Traffic Detection Model Based on Graph Self-Attention Network and Decision Tree. - Saihua Cai; Han Tang; Jinfu Chen 001; Tianxiang Lv; Wenjun Zhao; Chunlei Huang (IEEE Trans. Netw. Serv. Manag., 2025)