Saihua Cai

100 papers A* 2B 4C 6Misc 1Journal 65Unranked 22
YearRankTypeTitle / Venue / Authors
2026 J jnl
A novel android malware classification approach based on multi-scale feature fusion for encrypted traffic.
Eng. Appl. Artif. Intell.
Jiahui Lu, Jinfu Chen, Saihua Cai, Yisong Liu, Shengran Wang
2026 J jnl
A novel android malware detection method based on CWInFs and MPTACF optimization.
J. Inf. Secur. Appl.
Shengran Wang, Jinfu Chen, Saihua Cai, Jingyi Chen, Ernest Akpaku, Xingquan Mao
2026 J jnl
A novel seed scheduling scheme using Thompson sampling for coverage-guided greybox fuzzing.
J. Syst. Softw.
Wen Zhang, Jin-Fu Chen, Saihua Cai, Kun Wang, Yisong Liu, Haotong Ding
2026 J jnl
CL-ViME: Contrastive Learning and Vision Mixture of Experts for Encrypted Traffic Classification.
IEEE Trans. Netw. Serv. Manag.
Saihua Cai, Lizhou Chen, Jin-Fu Chen, Shengran Wang, Guofeng Zhang
2026 J jnl
DATVD: A novel vulnerability detection method based on dynamic attention and hybrid convolutional pooling.
Sci. Comput. Program.
Jinfu Chen, Jinyu Mu, Saihua Cai, Jiapeng Zhou, Ziyan Liu, Xinping Shi
2026 J jnl
DEzzer: Efficient Fuzzing Mutation Scheduling Based on Differential Evolution.
J. Syst. Softw.
Jinfu Chen, Wenjun Feng, Saihua Cai, Xingquan Mao, Zhixiang Zhang, Jingyi Chen, Yisong Liu
2026 J jnl
DP-S3: software defect prediction through feature fusion with syntax trees, program slices and standard features.
Comput. J.
Jinfu Chen, Zhehao Li, Jiaping Xu, Saihua Cai, Jian Sun, Rexford Nii Ayitey Sosu, Jiming Chen
2026 J jnl
MD-CGM: Malicious traffic detection model based on CycleGAN and multi-head self-attetion mechanism.
Future Gener. Comput. Syst.
Saihua Cai, Yige Zhao, Wenjun Zhao, Jinfu Chen, Shengran Wang, Bingbing Gu
2026 J jnl
MTD-CDA: A novel malicious traffic detection method based on concept drift adaptation.
Expert Syst. Appl.
Saihua Cai, Yige Zhao, Han Tang, Shengran Wang, Xiheng Jia, Guofeng Zhang
2026 J jnl
Optimized mutation scheduling for fuzzing based on estimation of distribution algorithm.
Cybersecur.
Guofan Lv, Jinfu Chen, Haibo Chen, Saihua Cai, Wen Zhang
2026 J jnl
SAME: A Similarity Analysis Method for Evaluating Metamorphic Relations in Testing AI systems.
Inf. Softw. Technol.
Zhehao Li, Jinfu Chen, Xiaodong Xie, Tsong Yueh Chen, Saihua Cai
2026 J jnl
SiftFuzz: Boosting structural diversity via efficient seed fusion.
Inf. Softw. Technol.
Jingyi Chen, Jinfu Chen, Saihua Cai, Shengran Wang, Xingquan Mao
2025 J jnl
A Novel Vulnerability-Detection Method Based on the Semantic Features of Source Code and the LLVM Intermediate Representation.
J. Softw. Evol. Process.
Jin-Fu Chen, Jiapeng Zhou, Wei Lin, Dave Towey, Saihua Cai, Haibo Chen, Jinfu Chen, Yemin Yin
2025 J jnl
APT-ATT: An efficient APT attribution model based on heterogeneous threat intelligence representation and CTGAN.
Comput. Networks
Saihua Cai, Gang Wang, Jinfu Chen, Shengran Wang, Kun Wang
2025 J jnl
CDDA-MD: An efficient malicious traffic detection method based on concept drift detection and adaptation technique.
Comput. Secur.
Saihua Cai, Han Tang, Jinfu Chen, Yikai Hu, Wuhao Guo
2025 J jnl
CT-SSSA: Malicious traffic augmentation based on classifier transGAN and spatial-channel synergistic self-attention.
Knowl. Based Syst.
Saihua Cai, Xingyu Zhao, Jinfu Chen, Yige Zhao, Junyi Chen, Lizhou Chen
2025 J jnl
DDP-DAR: Network intrusion detection based on denoising diffusion probabilistic model and dual-attention residual network.
Neural Networks
Saihua Cai, Yingwei Zhao, Jiaao Lyu, Shengran Wang, Yikai Hu, Mengya Cheng, Guofeng Zhang
2025 J jnl
DMSE: An efficient malicious traffic detection model based on deep multi-stacking ensemble learning.
Appl. Intell.
Saihua Cai, Yang Zhang, Yanghang Li, Yupeng Wang, Jiayao Li, Xiang Zhou
2025 C conf
DiFuzzNMT: A Differential Fuzzing Framework for Neural Machine Translation.
QRS
Haibo Chen, Jinfu Chen, Saihua Cai, Shengran Wang, Jingyi Chen
2025 J jnl
DialTest-EA: An Enhanced Fuzzing Approach With Energy Adjustment for Dialogue Systems via Metamorphic Testing.
Softw. Test. Verification Reliab.
Haibo Chen, Jinfu Chen, Yucheng Wu, Saihua Cai, Bilal Ahmad, Rubing Huang, Shengran Wang, Chi Zhang
2025 J jnl
GSA-DT: A Malicious Traffic Detection Model Based on Graph Self-Attention Network and Decision Tree.
IEEE Trans. Netw. Serv. Manag.
Saihua Cai, Han Tang, Jinfu Chen, Tianxiang Lv, Wenjun Zhao, Chunlei Huang
2025 A* conf
IDBFuzz: Web Storage DataBase Fuzzing with Controllable Semantics.
ASE
Jingyi Chen, Jinfu Chen, Saihua Cai, Shengran Wang
2025 J jnl
MTD-FRD: Malicious traffic detection method based on feature representation and conditional diffusion model.
J. Netw. Comput. Appl.
Saihua Cai, Wenjun Zhao, Jinfu Chen, Yige Zhao, Shengran Wang
2025 — conf
SEAFuzz: Structural Exploration-Aware Seed Scheduling Approach for Fuzzing.
QRS Companion
Jingyi Chen, Jinfu Chen, Saihua Cai, Shengran Wang, Xiaosong Chang
2024 J jnl
A generalized weighted evidence fusion algorithm based on quantum modeling.
Inf. Sci.
Kaiyi Zhao, Pinle Qin, Saihua Cai, Ruizhi Sun, Zeqiu Chen, Jiayao Li
2024 J jnl
A malicious network traffic detection model based on bidirectional temporal convolutional network with multi-head self-attention mechanism.
Comput. Secur.
Saihua Cai, Han Xu, Mingjie Liu, Zhilin Chen, Guofeng Zhang
2024 J jnl
A novel defect prediction method based on semantic feature enhancement.
J. Softw. Evol. Process.
Chi Zhang, Xiaoli Wang, Jinfu Chen, Saihua Cai, Rexford Nii Ayitey Sosu
2024 J jnl
A novel memory usage guided fuzzing based on particle swarm optimization.
Swarm Evol. Comput.
Shengran Wang, Jinfu Chen, Jianming Zhang, Saihua Cai, Wen Zhang, Jian Sun
2024 J jnl
A novel test case prioritization approach for black-box testing based on K-medoids clustering.
J. Softw. Evol. Process.
Jinfu Chen, Yuechao Gu, Saihua Cai, Haibo Chen, Jingyi Chen
2024 J jnl
CD-BTMSE: A Concept Drift detection model based on Bidirectional Temporal Convolutional Network and Multi-Stacking Ensemble learning.
Knowl. Based Syst.
Saihua Cai, Yingwei Zhao, Yikai Hu, Junzhe Wu, Jiaxu Wu, Guofeng Zhang, Chuan Zhao, Rexford Nii Ayitey Sosu
2024 B conf
DA-CPVD: Vulnerability Detection Method based on Dual Attention Composite Pooling.
TrustCom
Mengxuan Shi, Jinfu Chen, Saihua Cai, Ziyan Liu, Jiapeng Zhou
2024 J jnl
DCM-GIFT: An Android malware dynamic classification method based on gray-scale image and feature-selection tree.
Inf. Softw. Technol.
Jinfu Chen, Zian Zhao, Saihua Cai, Xiao Chen, Bilal Ahmad, Luo Song, Kun Wang
2024 C conf
FMUZZ: A Novel Greybox Fuzzing Approach based on Mutation Strategy Optimization with Byte Scheduling.
QRS
Jinfu Chen, Fei Yan, Saihua Cai, Shengran Wang, Jingyi Chen
2024 J jnl
GCN-MHSA: A novel malicious traffic detection method based on graph convolutional neural network and multi-head self-attention mechanism.
Comput. Secur.
Jinfu Chen, Haodi Xie, Saihua Cai, Luo Song, Bo Geng, Wuhao Guo
2024 J jnl
Hybrid semantics-based vulnerability detection incorporating a Temporal Convolutional Network and Self-attention Mechanism.
Inf. Softw. Technol.
Jinfu Chen, Weijia Wang, Bo Liu, Saihua Cai, Dave Towey, Shengran Wang
2024 — conf
JFuzzer: Detecting Optimization Errors in JavaScript Just-In-Time Compilers.
QRS Companion
Chi Zhang, Jinfu Chen, Saihua Cai, Jingyi Chen, Chunlei Huang
2024 J jnl
MIT-FRNet: Modality-invariant temporal representation learning-based feature reconstruction network for missing modalities.
Expert Syst. Appl.
Jiayao Li, Saihua Cai, Li Li, Ruizhi Sun, Gang Yuan, Rui Zhu
2024 — conf
SCVD-SA: A Smart Contract Vulnerability Detection Method Based on Hybrid Deep Learning Model and Self-attention Mechanism.
SANER (Companion)
Dongjie Wang, Jinfu Chen, Saihua Cai, Qiaowei Feng, Yuhao Chen, Xinyi Hu
2024 J jnl
Software Defect Prediction Approach Based on a Diversity Ensemble Combined With Neural Network.
IEEE Trans. Reliab.
Jinfu Chen, Jiaping Xu, Saihua Cai, Xiaoli Wang, Haibo Chen, Zhehao Li
2024 J jnl
TR-Fuzz: A syntax valid tool for fuzzing C compilers.
Sci. Comput. Program.
Chi Zhang, Jinfu Chen, Saihua Cai, Wen Zhang, Rexford Nii Ayitey Sosu, Haibo Chen
2024 J jnl
iGnnVD: A novel software vulnerability detection model based on integrated graph neural networks.
Sci. Comput. Program.
Jinfu Chen, Yemin Yin, Saihua Cai, Weijia Wang, Shengran Wang, Jiming Chen
2023 J jnl
A memory-related vulnerability detection approach based on vulnerability model with Petri Net.
J. Log. Algebraic Methods Program.
Jinfu Chen, Chi Zhang, Saihua Cai, Lin Zhang, Liang Ma
2023 J jnl
A novel combinatorial testing approach with fuzzing strategy.
J. Softw. Evol. Process.
Jinfu Chen, Jingyi Chen, Saihua Cai, Haibo Chen, Chi Zhang
2023 J jnl
A novel detection model for abnormal network traffic based on bidirectional temporal convolutional network.
Inf. Softw. Technol.
Jinfu Chen, Tianxiang Lv, Saihua Cai, Luo Song, Shang Yin
2023 J jnl
An optimized feature extraction algorithm for abnormal network traffic detection.
Future Gener. Comput. Syst.
Jinfu Chen, Yuhao Chen, Saihua Cai, Shang Yin, Lingling Zhao, Zikang Zhang
2023 J jnl
BiTCN_DRSN: An effective software vulnerability detection model based on an improved temporal convolutional network.
J. Syst. Softw.
Jinfu Chen, Wei Lin, Saihua Cai, Yemin Yin, Haibo Chen, Dave Towey
2023 C conf
CGSA-RNN: Abnormal Network Traffic Detection Model Based on CycleGAN and Self-Attention Mechanism.
QRS
Saihua Cai, Wenjun Zhao, Han Tang, Jinfu Chen, Wuhao Guo
2023 J jnl
Minimal Rare Pattern-Based Outlier Detection Approach For Uncertain Data Streams Under Monotonic Constraints.
Comput. J.
Saihua Cai, Jinfu Chen, Haibo Chen, Chi Zhang, Qian Li, Dengzhou Shi, Wei Lin
2023 J jnl
TLS-MHSA: An Efficient Detection Model for Encrypted Malicious Traffic based on Multi-Head Self-Attention Mechanism.
ACM Trans. Priv. Secur.
Jinfu Chen, Luo Song, Saihua Cai, Haodi Xie, Shang Yin, Bilal Ahmad
2023 — conf
VDABSys: A Novel Security-Testing Framework for Blockchain Systems Based on Vulnerability detection.
SecureComm (1)
Jinfu Chen, Qiaowei Feng, Saihua Cai, Dengzhou Shi, Dave Towey, Yuhao Chen, Dongjie Wang
2022 — conf
A Novel Coverage-Guided Greybox Fuzzing Method based on Grammar-Aware with Particle Swarm Optimization.
QRS Companion
Shengran Wang, Jinfu Chen, Saihua Cai, Chi Zhang, Haibo Chen
2022 A* conf
A Novel Coverage-guided Greybox Fuzzing based on Power Schedule Optimization with Time Complexity.
ASE
Jinfu Chen, Shengran Wang, Saihua Cai, Chi Zhang, Haibo Chen, Jingyi Chen, Jianming Zhang
2022 B conf
A formalization-based vulnerability detection method for cross-subject network components.
TrustCom
Jinfu Chen, Haodi Xie, Saihua Cai, Ye Geng, Yemin Yin, Zikang Zhang
2022 — conf
A novel classification approach for Android malware based on feature fusion and natural language processing.
Internetware
Jinfu Chen, Zian Zhao, Xiao Chen, Saihua Cai, Shang Yin, Luo Song
2022 J jnl
A software defect prediction method with metric compensation based on feature selection and transfer learning.
Frontiers Inf. Technol. Electron. Eng.
Jinfu Chen, Xiaoli Wang, Saihua Cai, Jiaping Xu, Jingyi Chen, Haibo Chen
2022 — conf
Adaptive Random Testing based on the Modified Metric-memory Tree and Information Entropy.
DSA
Jinfu Chen, Haibo Chen, Yiming Wu, Chengying Mao, Saihua Cai
2022 — conf
An Improved Test Case Generation Method based on Test Requirements for Testing Software Component.
QRS Companion
Jinfu Chen, Yemin Yin, Saihua Cai, Ye Geng, Longxia Huang
2022 — conf
An adaptive search optimization algorithm for improving the detection capability of software vulnerability.
Internetware
Bo Liu, Jinfu Chen, Weijia Wang, Saihua Cai, Jingyi Chen, Qiaowei Feng
2022 J jnl
Detecting Outliers in Data Streams Based on Minimum Rare Pattern Mining and Pattern Matching.
Inf. Technol. Control.
Yun Li, Saihua Cai
2022 J jnl
MWFP-outlier: Maximal weighted frequent-pattern-based approach for detecting outliers from uncertain weighted data streams.
Inf. Sci.
Saihua Cai, Li Li, Jinfu Chen, Kaiyi Zhao, Gang Yuan, Ruizhi Sun, Rexford Nii Ayitey Sosu, Longxia Huang
2022 J jnl
Malware recognition approach based on self-similarity and an improved clustering algorithm.
IET Softw.
Jinfu Chen, Chi Zhang, Saihua Cai, Zufa Zhang, Lu Liu, Longxia Huang
2022 J jnl
Research for an Adaptive Classifier Based on Dynamic Graph Learning.
Neural Process. Lett.
Li Li, Kaiyi Zhao, Ruizhi Sun, Saihua Cai, Yongtao Liu
2021 — conf
A Test Case Generation Method of Combinatorial Testing based on τ-way Testing with Adaptive Random Testing.
ISSRE Workshops
Jinfu Chen, Jingyi Chen, Saihua Cai, Haibo Chen, Chi Zhang, Chuangfei Huang
2021 Misc conf
AIdetectorX: A Vulnerability Detector Based on TCN and Self-attention Mechanism.
SETTA
Jin-Fu Chen, Bo Liu, Saihua Cai, Weijia Wang, Shengran Wang
2021 C conf
An Efficient Network Intrusion Detection Model Based on Temporal Convolutional Networks.
QRS
Jinfu Chen, Shang Yin, Saihua Cai, Chi Zhang, Yemin Yin, Ling Zhou
2021 — conf
An Efficient Network Traffic Classification Method based on Combined Feature Dimensionality Reduction.
QRS Companion
Ye Geng, Saihua Cai, Songling Qin, Haibo Chen, Shang Yin
2021 — conf
An Empirical Study on Vulnerability Detection for Source Code Software based on Deep Learning.
QRS Companion
Wei Lin, Saihua Cai
2021 — conf
An Identification Algorithm of Attacking Programs based on Quadratic Feature Selection and Fast Decision Tree.
QRS Companion
Dengzhou Shi, Saihua Cai, Songling Qin, Zhenxin Wang, Qiyong Zhong, Ling Zhou
2021 J jnl
An efficient anomaly detection method for uncertain data based on minimal rare patterns with the consideration of anti-monotonic constraints.
Inf. Sci.
Saihua Cai, Jinfu Chen, Haibo Chen, Chi Zhang, Qian Li, Rexford Nii Ayitey Sosu, Shang Yin
2021 — conf
An efficient dual ensemble software defect prediction method with neural network.
ISSRE Workshops
Jinfu Chen, Jiaping Xu, Saihua Cai, Xiaoli Wang, Yuechao Gu, Shuhui Wang
2021 J jnl
An efficient outlier detection method for data streams based on closed frequent patterns by considering anti-monotonic constraints.
Inf. Sci.
Saihua Cai, Rubing Huang, Jinfu Chen, Chi Zhang, Bo Liu, Shang Yin, Ye Geng
2021 — conf
KS-TCP: An Efficient Test Case Prioritization Approach based on K-medoids and Similarity.
ISSRE Workshops
Jinfu Chen, Yuechao Gu, Saihua Cai, Haibo Chen, Jingyi Chen
2021 — conf
L-KPCA: an efficient feature extraction method for network intrusion detection.
MSN
Jinfu Chen, Shang Yin, Saihua Cai, Lingling Zhao, Shengran Wang
2021 J jnl
Robust Adaptive Semi-supervised Classification Method based on Dynamic Graph and Self-paced Learning.
Inf. Process. Manag.
Li Li, Kaiyi Zhao, Jiangzhang Gan, Saihua Cai, Tong Liu, Huiyu Mu, Ruizhi Sun
2021 C conf
Visual analysis system for association-based outlier detection for data streams.
CSCWD
Xiaochen Shi, Saihua Cai, Sicong Li, Ruizhi Sun
2020 J jnl
An efficient approach for outlier detection from uncertain data streams based on maximal frequent patterns.
Expert Syst. Appl.
Saihua Cai, Li Li, Sicong Li, Ruizhi Sun, Gang Yuan
2020 J jnl
An optimized time series combined forecasting method based on neural networks.
J. Supercomput.
Kaiyi Zhao, Li Li, Saihua Cai, Ruizhi Sun
2020 J jnl
CAAS: a novel collective action-based ant system algorithm for solving TSP problem.
Soft Comput.
Sicong Li, Saihua Cai, Li Li, Ruizhi Sun, Gang Yuan
2020 J jnl
Extreme Learning Machine for Supervised Classification with Self-paced Learning.
Neural Process. Lett.
Li Li, Kaiyi Zhao, Sicong Li, Ruizhi Sun, Saihua Cai
2020 J jnl
MiFI-Outlier: Minimal infrequent itemset-based outlier detection approach on uncertain data stream.
Knowl. Based Syst.
Saihua Cai, Sicong Li, Gang Yuan, Shangbo Hao, Ruizhi Sun
2020 C conf
Minimal Rare-Pattern-Based Outlier Detection Method for Data Streams by Considering Anti-monotonic Constraints.
ISC
Saihua Cai, Jinfu Chen, Xinru Li, Bo Liu
2020 J jnl
Minimal weighted infrequent itemset mining-based outlier detection approach on uncertain data stream.
Neural Comput. Appl.
Saihua Cai, Ruizhi Sun, Shangbo Hao, Sicong Li, Gang Yuan
2020 — conf
Outlier Detection for Sensor Data Streams Based on Maximum Frequent and Minimum Rare Patterns.
ChineseCSCW
Xiaochen Shi, Saihua Cai, Ruizhi Sun
2020 J jnl
UWFP-Outlier: an efficient frequent-pattern-based outlier detection method for uncertain weighted data streams.
Appl. Intell.
Saihua Cai, Li Li, Qian Li, Sicong Li, Shangbo Hao, Ruizhi Sun
2020 B conf
iTES: Integrated Testing and Evaluation System for Software Vulnerability Detection Methods.
TrustCom
Chi Zhang, Jinfu Chen, Saihua Cai, Bo Liu, Yiming Wu, Ye Geng
2019 B conf
A Constrained Self-adaptive Sparse Combination Representation Method for Abnormal Event Detection.
Big Data (CCF)
Huiyu Mu, Ruizhi Sun, Li Li, Saihua Cai, Qianqian Zhang
2019 — conf
A Minimum Rare-Itemset-Based Anomaly Detection Method and Its Application on Sensor Data Stream.
ChineseCSCW
Saihua Cai, Ruizhi Sun, Huiyu Mu, Xiaochen Shi, Gang Yuan
2019 J jnl
A review of improved extreme learning machine methods for data stream classification.
Multim. Tools Appl.
Li Li, Ruizhi Sun, Saihua Cai, Kaiyi Zhao, Qianqian Zhang
2019 J jnl
An Efficient Outlier Detection Approach Over Uncertain Data Stream Based on Frequent Itemset Mining.
Inf. Technol. Control.
Shangbo Hao, Saihua Cai, Ruizhi Sun, Sicong Li
2019 — conf
Improved Bat Algorithm for Multiple Knapsack Problems.
ChineseCSCW
Sicong Li, Saihua Cai, Ruizhi Sun, Gang Yuan, Zeqiu Chen, Xiaochen Shi
2019 J jnl
Mining recent maximal frequent itemsets over data streams with sliding window.
Int. Arab J. Inf. Technol.
Saihua Cai, Shangbo Hao, Ruizhi Sun, Gang Wu
2019 — conf
The Environment Quality Evaluation and Prediction Algorithm Based on WSN.
FSDM
Qian Li, Saihua Cai, Ruizhi Sun
2019 J jnl
WMFP-Outlier: An Efficient Maximal Frequent-Pattern-Based Outlier Detection Approach for Weighted Data Streams.
Inf. Technol. Control.
Saihua Cai, Qian Li, Sicong Li, Gang Yuan, Ruizhi Sun
2018 — conf
Abnormal Detecting over Data Stream Based on Maximal Pattern Mining Technology.
ChineseCSCW
Saihua Cai, Ruizhi Sun, Jiayao Li, Chao Deng, Sicong Li
2018 — conf
FCI-Outlier: An Efficient Frequent Closed Itemset-Based Outlier Detecting Approach on Data Stream.
ChineseCSCW
Shangbo Hao, Saihua Cai, Ruizhi Sun, Sicong Li
2018 J jnl
GRIDEN: An effective grid-based and density-based spatial clustering algorithm to support parallel computing.
Pattern Recognit. Lett.
Chao Deng, Jinwei Song, Ruizhi Sun, Saihua Cai, Yinxue Shi
2018 J jnl
Gridwave: a grid-based clustering algorithm for market transaction data based on spatial-temporal density-waves and synchronization.
Multim. Tools Appl.
Chao Deng, Jinwei Song, Ruizhi Sun, Saihua Cai, Yinxue Shi
2018 J jnl
K-DBSCAN: an efficient density-based clustering algorithm supports parallel computing.
Int. J. Simul. Process. Model.
Chao Deng, Jinwei Song, Saihua Cai, Ruizhi Sun, Yinxue Shi, Shangbo Hao
2017 J jnl
Detecting Implicit Security Exceptions Using an Improved Variable-Length Sequential Pattern Mining Method.
Int. J. Softw. Eng. Knowl. Eng.
Jinfu Chen, Saihua Cai, Dave Towey, Lili Zhu, Rubing Huang, Hilary Ackah-Arthur, Michael Omari
2016 J jnl
A mining approach for component abnormal information based on monitor log.
Int. J. Simul. Process. Model.
Jinfu Chen, Lili Zhu, Yuchi Guo, Saihua Cai, Xiaolei Zhao