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Jinfu Chen 0001

Jin-Fu Chen 0001

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affiliation: Jiangsu University, School of Computer Science and Telecommunication Engineering, Zhenjiang, China
affiliation (PhD 2009): Huazhong University of Science and Technology, College of Computer Science and Technology, Wuhan, China

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2025
[j78]
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Mukhtar Ahmed, Jinfu Chen, Ernest Akpaku, Rexford Nii Ayitey Sosu:
MTCR-AE: A Multiscale Temporal Convolutional Recurrent Autoencoder for unsupervised malicious network traffic detection. Comput. Networks 261: 111147 (2025)
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Ernest Akpaku, Jinfu Chen, Mukhtar Ahmed, Francis Kwadzo Agbenyegah, William Leslie Brown-Acquaye:
RAGN: Detecting unknown malicious network traffic using a robust adaptive graph neural network. Comput. Networks 262: 111184 (2025)
[j76]
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Saihua Cai, Gang Wang, Jinfu Chen, Shengran Wang, Kun Wang:
APT-ATT: An efficient APT attribution model based on heterogeneous threat intelligence representation and CTGAN. Comput. Networks 270: 111511 (2025)
[j75]
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Mukhtar Ahmed, Jinfu Chen, Ernest Akpaku, Ajmal Latif:
BiRNN-SA: Context-aware malicious network traffic detection using self-attentive bidirectional RNNs. Comput. Networks 272: 111658 (2025)
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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)
[j73]
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Ernest Akpaku, Jinfu Chen, Mukhtar Ahmed, Rexford Nii Ayitey Sosu, Francis Kwadzo Agbenyegah, Dominic Kofi Louis:
eBiTCN: Efficient bidirectional temporal convolution network for encrypted malicious network traffic detection. J. Comput. Secur. 33(3): 180-211 (2025)
[j72]
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Saihua Cai, Wenjun Zhao, Jinfu Chen, Yige Zhao, Shengran Wang:
MTD-FRD: Malicious traffic detection method based on feature representation and conditional diffusion model. J. Netw. Comput. Appl. 242: 104256 (2025)
[j71]
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Saihua Cai, Xingyu Zhao, Jinfu Chen, Yige Zhao, Junyi Chen, Lizhou Chen:
CT-SSSA: Malicious traffic augmentation based on classifier transGAN and spatial-channel synergistic self-attention. Knowl. Based Syst. 329: 114285 (2025)
[j70]
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Francis Kwadzo Agbenyegah, Jin-Fu Chen, Micheal Asante, Ernest Akpaku:
Predicting Vulnerabilities in Computer Source Code Using Non-Investigated Software Metrics. Softw. Qual. J. 33(1): 18 (2025)
[j69]
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Haibo Chen, Jinfu Chen, Yucheng Wu, Saihua Cai, Bilal Ahmad, Rubing Huang, Shengran Wang, Chi Zhang:
DialTest-EA: An Enhanced Fuzzing Approach With Energy Adjustment for Dialogue Systems via Metamorphic Testing. Softw. Test. Verification Reliab. 35(1) (2025)
[j68]
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Mohamed Koroma, Jinfu Chen, Ibrahim Abdulai Sawaneh, Rexford Nii Ayitey Sosu:
Self-Efficacy, Innovativeness, and Their Influence on Cybersecurity Compliance Intentions Among Public-Sector Employees in Sierra Leone. IEEE Technol. Soc. Mag. 44(2): 59-71 (2025)
[j67]
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Saihua Cai, Han Tang, Jinfu Chen, Tianxiang Lv, Wenjun Zhao, Chunlei Huang:
GSA-DT: A Malicious Traffic Detection Model Based on Graph Self-Attention Network and Decision Tree. IEEE Trans. Netw. Serv. Manag. 22(2): 2059-2073 (2025)
2024
[j66]
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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)
[j65]
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Zikang Zhang, Jinfu Chen, Yuechao Gu, Zhehao Li, Rexford Nii Ayitey Sosu:
Exploiting DBSCAN and Combination Strategy to Prioritize the Test Suite in Regression Testing. IET Softw. 2024: 1-14 (2024)
[j64]
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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)
[j63]
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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)
[j62]
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Francis Kwadzo Agbenyegah, Micheal Asante, Jinfu Chen, Ernest Akpaku:
Predicting software vulnerability based on software metrics: a deep learning approach. Iran J. Comput. Sci. 7(4): 801-812 (2024)
[j61]
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Jinfu Chen, Jingyi Chen, Lili Zhu, Chengying Mao, Qihao Bao, Rubing Huang:
L′OP-ART: A linear-time adaptive random testing algorithm for object-oriented programs. J. Syst. Softw. 211: 111970 (2024)
[j60]
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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)
[j59]
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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)
[j58]
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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)
[j57]
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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)
[j56]
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Xiaodong Xie, Zhehao Li, Jinfu Chen, Yue Zhang, Xiangxiang Wang, Patrick Kwaku Kudjo:
MUT Model: a metric for characterizing metamorphic relations diversity. Softw. Qual. J. 32(4): 1413-1455 (2024)
[j55]
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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)
[j54]
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Mukhtar Ahmed, Jinfu Chen, Ernest Akpaku, Rexford Nii Ayitey Sosu, Ajmal Latif:
DELM: Deep Ensemble Learning Model for Anomaly Detection in Malicious Network Traffic-based Adaptive Feature Aggregation and Network Optimization. ACM Trans. Priv. Secur. 27(4): 32:1-32:36 (2024)
[j53]
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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)
2023
[j52]
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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)
[j51]
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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)
[j50]
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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)
[j49]
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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)
[j48]
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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)
[j47]
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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)
[j46]
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Richard Amankwah, Jinfu Chen, Heping Song, Patrick Kwaku Kudjo:
Bug detection in Java code: An extensive evaluation of static analysis tools using Juliet Test Suites. Softw. Pract. Exp. 53(5): 1125-1143 (2023)
[j45]
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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)
2022
[j44]
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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)
[j43]
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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)
[j42]
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Wendong Chen, Haiqin Wu, Xiao Chen, Jinfu Chen:
A Review of Research on Privacy Protection of Internet of Vehicles Based on Blockchain. J. Sens. Actuator Networks 11(4): 86 (2022)
[j41]
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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)
[j40]
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Jinfu Chen, Haibo Chen, Yuchi Guo, Minmin Zhou, Rubing Huang, Chengying Mao:
A Novel Test Case Generation Approach for Adaptive Random Testing of Object-Oriented Software Using K-Means Clustering Technique. IEEE Trans. Emerg. Top. Comput. Intell. 6(4): 969-981 (2022)
2021
[j39]
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Rubing Huang, Haibo Chen, Yunan Zhou, Tsong Yueh Chen, Dave Towey, Man Fai Lau, Sebastian Ng, Robert G. Merkel, Jinfu Chen:
Covering Array Constructors: An Experimental Analysis of Their Interaction Coverage and Fault Detection. Comput. J. 64(5): 762-788 (2021)
[j38]
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Chi Zhang, Jinfu Chen, Lei Zhang, Shujie Chen, Zufa Zhang:
A new semantic annotation approach for software vulnerability source code. Int. J. Simul. Process. Model. 16(1): 1-13 (2021)
[j37]
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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)
[j36]
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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)
[j35]
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Bo Liu, Jinfu Chen, Songling Qin, Zufa Zhang, Yisong Liu, Lingling Zhao, Jingyi Chen:
An Approach Based on the Improved SVM Algorithm for Identifying Malware in Network Traffic. Secur. Commun. Networks 2021: 5518909:1-5518909:14 (2021)
[j34]
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Jinchang Hu, Jinfu Chen, Sher Ali, Bo Liu, Jingyi Chen, Chi Zhang, Jian Yang:
A Detection Approach for Vulnerability Exploiter Based on the Features of the Exploiter. Secur. Commun. Networks 2021: 5581274:1-5581274:14 (2021)
[j33]
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Rubing Huang, Weifeng Sun, Tsong Yueh Chen, Sebastian Ng, Jin-Fu Chen:
Identification of Failure Regions for Programs With Numeric Inputs. IEEE Trans. Emerg. Top. Comput. Intell. 5(4): 651-667 (2021)
2020
[j32]
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Jinfu Chen, Qihao Bao, T. H. Tse, Tsong Yueh Chen, Jiaxiang Xi, Chengying Mao, Minjie Yu, Rubing Huang:
Exploiting the Largest Available Zone: A Proactive Approach to Adaptive Random Testing by Exclusion. IEEE Access 8: 52475-52488 (2020)
[j31]
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Chengying Mao, Xuzheng Zhan, Jinfu Chen, Jifu Chen, Rubing Huang:
Adaptive random testing based on flexible partitioning. IET Softw. 14(5): 493-505 (2020)
[j30]
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Michael Omari, Jinfu Chen, Robert French-Baidoo, Yunting Sun:
A Proactive Approach to Test Case Selection - An Efficient Implementation of Adaptive Random Testing. Int. J. Softw. Eng. Knowl. Eng. 30(8): 1169-1198 (2020)
[j29]
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Jinfu Chen, Patrick Kwaku Kudjo, Solomon Mensah, Selasie Brown Aformaley, George Akorfu:
An automatic software vulnerability classification framework using term frequency-inverse gravity moment and feature selection. J. Syst. Softw. 167: 110616 (2020)
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Rubing Huang, Quanjun Zhang, Dave Towey, Weifeng Sun, Jinfu Chen:
Regression test case prioritization by code combinations coverage. J. Syst. Softw. 169: 110712 (2020)
[j27]
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Lin Lin, You Shi, Jinfu Chen, Sher Ali:
A Novel Fuzzy PID Congestion Control Model Based on Cuckoo Search in WSNs. Sensors 20(7): 1862 (2020)
[j26]
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Richard Amankwah, Jinfu Chen, Patrick Kwaku Kudjo, Beatrice Korkor Agyemang, Alfred Adutwum Amponsah:
An automated framework for evaluating open-source web scanner vulnerability severity. Serv. Oriented Comput. Appl. 14(4): 297-307 (2020)
[j25]
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Richard Amankwah, Jinfu Chen, Patrick Kwaku Kudjo, Dave Towey:
An empirical comparison of commercial and open-source web vulnerability scanners. Softw. Pract. Exp. 50(9): 1842-1857 (2020)
[j24]
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Patrick Kwaku Kudjo, Jinfu Chen, Solomon Mensah, Richard Amankwah, Christopher Kudjo:
The effect of Bellwether analysis on software vulnerability severity prediction models. Softw. Qual. J. 28(4): 1413-1446 (2020)
[j23]
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Rubing Huang, Weifeng Sun, Tsong Yueh Chen, Dave Towey, Jinfu Chen, Weiwen Zong, Yunan Zhou:
Abstract Test Case Prioritization Using Repeated Small-Strength Level-Combination Coverage. IEEE Trans. Reliab. 69(1): 349-372 (2020)
2019
[j22]
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Michael Omari, Jinfu Chen, Hilary Ackah-Arthur, Patrick Kwaku Kudjo:
Elimination by Linear Association: An Effective and Efficient Static Mirror Adaptive Random Testing. IEEE Access 7: 71038-71060 (2019)
[j21]
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Jinfu Chen, Minmin Zhou, T. H. Tse, Tsong Yueh Chen, Yuchi Guo, Rubing Huang, Chengying Mao:
Toward a K-means clustering approach to adaptive random testing for object-oriented software. Sci. China Inf. Sci. 62(11): 219105:1-219105:2 (2019)
[j20]
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Rubing Huang, Weiwen Zong, Tsong Yueh Chen, Dave Towey, Yunan Zhou, Jinfu Chen:
Prioritising abstract test cases: an empirical study. IET Softw. 13(4): 313-326 (2019)
[j19]
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Lin Lin, Jinfu Chen, Patrick Kwaku Kudjo, Michael Omari:
A novel routing protocol for content-based publish/subscribe model in mobile sensor networks. Int. J. Distributed Sens. Networks 15(9) (2019)
[j18]
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Jinfu Chen, Patrick Kwaku Kudjo, Zufa Zhang, Chenfei Su, Yuchi Guo, Rubing Huang, Heping Song:
A Modified Similarity Metric for Unit Testing of Object-Oriented Software Based on Adaptive Random Testing. Int. J. Softw. Eng. Knowl. Eng. 29(4): 577-606 (2019)
[j17]
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Hilary Ackah-Arthur, Jinfu Chen, Dave Towey, Michael Omari, Jiaxiang Xi, Rubing Huang:
One-Domain-One-Input: Adaptive Random Testing by Orthogonal Recursive Bisection With Restriction. IEEE Trans. Reliab. 68(4): 1404-1428 (2019)
2018
[j16]
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Rubing Huang, Quanjun Zhang, Tsong Yueh Chen, James Hamlyn-Harris, Dave Towey, Jinfu Chen:
An Empirical Comparison of Fixed-Strength and Mixed-Strength for Interaction Coverage Based Prioritization. IEEE Access 6: 68350-68372 (2018)
[j15]
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Hilary Ackah-Arthur, Jinfu Chen, Jiaxiang Xi, Michael Omari, Heping Song, Rubing Huang:
A cost-effective adaptive random testing approach by dynamic restriction. IET Softw. 12(6): 489-497 (2018)
[j14]
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Jinfu Chen, Lili Zhu, Tsong Yueh Chen, Dave Towey, Fei-Ching Kuo, Rubing Huang, Yuchi Guo:
Test case prioritization for object-oriented software: An adaptive random sequence approach based on clustering. J. Syst. Softw. 135: 107-125 (2018)
2017
[j13]
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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)
[j12]
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Jinfu Chen, Fei-Ching Kuo, Tsong Yueh Chen, Dave Towey, Chenfei Su, Rubing Huang:
A Similarity Metric for the Inputs of OO Programs and Its Application in Adaptive Random Testing. IEEE Trans. Reliab. 66(2): 373-402 (2017)
2016
[j11]
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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)
[j10]
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Jinfu Chen, Jiamei Chen, Rubing Huang, Yuchi Guo, Yongzhao Zhan:
An approach of security testing for third-party component based on state mutation. Secur. Commun. Networks 9(15): 2827-2842 (2016)
2015
[j9]
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Chengying Mao, Jifu Chen, Dave Towey, Jinfu Chen, Xiaoyuan Xie:
Search-based QoS ranking prediction for web services in cloud environments. Future Gener. Comput. Syst. 50: 111-126 (2015)
[j8]
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Rubing Huang, Huai Liu, Xiaodong Xie, Jinfu Chen:
Enhancing mirror adaptive random testing through dynamic partitioning. Inf. Softw. Technol. 67: 13-29 (2015)
[j7]
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Jinfu Chen, Yuchi Guo, Chenfei Su, Jiamei Chen, Shen Chang:
A Smart City System Architecture based on City-level Data Exchange Platform. J. Inf. Technol. Res. 8(4): 1-25 (2015)
[j6]
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Rubing Huang, Jinfu Chen, Dave Towey, Alvin T. S. Chan, Yansheng Lu:
Aggregate-strength interaction test suite prioritization. J. Syst. Softw. 99: 36-51 (2015)
[j5]
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Chengying Mao, Lichuan Xiao, Xinxin Yu, Jinfu Chen:
Adapting ant colony optimization to generate test data for software structural testing. Swarm Evol. Comput. 20: 23-36 (2015)
2014
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Rubing Huang, Dave Towey, Jinfu Chen, Yansheng Lu:
New Metrics for Prioritized Interaction Test Suites. IEICE Trans. Inf. Syst. 97-D(4): 830-841 (2014)
[j3]
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Jinfu Chen, Qing Li, Chengying Mao, Dave Towey, Yongzhao Zhan, Huanhuan Wang:
A Web services vulnerability testing approach based on combinatorial mutation and SOAP message mutation. Serv. Oriented Comput. Appl. 8(1): 1-13 (2014)
2013
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Rubing Huang, Xiaodong Xie, Dave Towey, Tsong Yueh Chen, Yansheng Lu, Jinfu Chen:
Prioritization of Combinatorial Test Cases by Incremental Interaction Coverage. Int. J. Softw. Eng. Knowl. Eng. 23(10): 1427-1458 (2013)
2012
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Jinfu Chen, Yansheng Lu, Huanhuan Wang:
Component Security Testing Approach Based on Extended Chemical Abstract Machine. Int. J. Softw. Eng. Knowl. Eng. 22(1): 59-83 (2012)

Conference and Workshop Papers

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2024
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Jinfu Chen, Zhehao Li, Dongjie Wang:
HyWE: A Hybrid Word Embedding Method for Smart Contract Vulnerability Detection. ISSRE (Workshops) 2024: 179-186
[c68]
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Zhahao Li, Jinfu Chen, Haibo Chen, Leyang Xu, Wuhao Guo:
Detecting Bias in LLMs' Natural Language Inference Using Metamorphic Testing. QRS Companion 2024: 31-37
[c67]
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Chi Zhang, Jinfu Chen, Saihua Cai, Jingyi Chen, Chunlei Huang:
JFuzzer: Detecting Optimization Errors in JavaScript Just-In-Time Compilers. QRS Companion 2024: 373-382
[c66]
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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
[c65]
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Jinfu Chen, Yucheng Wu, Haibo Chen, Jingyi Chen, Ernest Akpaku:
QAQA-SS: An Improved Fuzzing Approach with Seed Scheduling Based on the UCB Algorithm for QA Systems. QRS Companion 2024: 670-679
[c64]
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Mengxuan Shi, Jinfu Chen, Saihua Cai, Ziyan Liu, Jiapeng Zhou:
DA-CPVD: Vulnerability Detection Method based on Dual Attention Composite Pooling. TrustCom 2024: 1916-1921
[c63]
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Ruizhe Zhang, Shangnan Yin, Jinfu Chen:
FD-WF: A Multi-tab Website Fingerprinting Attack Based on Fixed Dimensions for Tor Network. TrustCom 2024: 2051-2059
[c62]
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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
[c61]
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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
[c60]
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Jinfu Chen, Qiaowei Feng, Saihua Cai, Dengzhou Shi, Dave Towey, Yuhao Chen, Dongjie Wang:
VDABSys: A Novel Security-Testing Framework for Blockchain Systems Based on Vulnerability detection. SecureComm (1) 2023: 287-305
[c59]
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Xiangchen Shen, Haibo Chen, Jinfu Chen, Jiawei Zhang, Shuhui Wang:
EcoDialTest: Adaptive Mutation Schedule for Automated Dialogue Systems Testing. SANER 2023: 933-939
2022
[c58]
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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
[c57]
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Hao Lei, Longxia Huang, Liangmin Wang, Jinfu Chen:
MPC: Multi-node Payment Channel for Off-chain Transactions. ICC 2022: 4733-4738
[c56]
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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
[c55]
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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
[c54]
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Haibo Chen, Jinfu Chen:
Coverage-based Greybox Fuzzing with Pointer Monitoring for C Programs. ASE 2022: 121:1-121:4
[c53]
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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
[c52]
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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
[c51]
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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
[c50]
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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
[c49]
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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
[c48]
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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
[c47]
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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
[c46]
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Chi Zhang, Jinfu Chen:
Fuzzing Methods Recommendation Based on Feature Vectors. ASE 2021: 1079-1081
[c45]
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  - conf/msn/ChenYCZW21
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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
[c44]
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Chi Zhang, Xinxue Lin, Jinfu Chen, Ye Geng:
Dirmap: Web Application Vulnerability Detection Platform Based on Script Code. QRS Companion 2021: 148-151
[c43]
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Jinfu Chen, Yiming Wu, Chengying Mao, Tsong Yueh Chen, Haibo Chen:
MMFC-ART: a Fixed-size-Candidate-set Adaptive Random Testing approach based on the modified Metric-Memory tree. QRS 2021: 248-259
[c42]
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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
[c41]
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Shengran Wang, Jinfu Chen, Jiaxiang Xi, Haibo Chen, Jingyi Chen:
An Adaptive Random Test Method based on Variable Probability Density Function with Particle Swarm Optimization. QRS Companion 2021: 1157-1158
[c40]
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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
[c39]
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Songling Qin, Jinfu Chen, Zufa Zhang, Yisong Liu, Lingling Zhao, Bo Liu, Jingyi Chen:
A Malware Identification Approach Based on Improved SVM in Network Traffic. DSA 2020: 37-40
[c38]
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James Msughter Adeke, Jinfu Chen, Lei Zhang, Richard N. K. Mensah, Kun Tong:
An Efficient Approach Based on Parameter Optimization for Network Traffic Classification Using Machine Learning. DSA 2020: 99-107
[c37]
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Richard Amankwah, Jinfu Chen, Alfred Adutwum Amponsah, Patrick Kwaku Kudjo, Vivienne Ocran, Comfort Ofoley Anang:
Fast Bug Detection Algorithm for Identifying Potential Vulnerabilities in Juliet Test Cases. iSCI 2020: 89-94
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Jinfu Chen, Jingyi Chen, Dong Guo, Dave Towey:
An improved fuzzing approach based on adaptive random testing. ISSRE Workshops 2020: 103-108
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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
[c34]
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Jinfu Chen, Lingling Zhao, Minmin Zhou, Yisong Liu, Songling Qin:
An Approach to Determine the Optimal k-Value of K-means Clustering in Adaptive Random Testing. QRS 2020: 160-167
[c33]
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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
[c32]
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Haibo Chen, Junzuo Chen, Jinfu Chen, Shang Yin, Yiming Wu, Jiaping Xu:
An Automatic Vulnerability Scanner for Web Applications. TrustCom 2020: 1519-1524
[c31]
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Haibo Chen, Dalin Zhang, Jinfu Chen, Wei Lin, Dengzhou Shi, Zian Zhao:
An Automatic Vulnerability Classification System for IoT Softwares. TrustCom 2020: 1525-1529
2019
[c30]
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John Mark Andah, Jinfu Chen:
Malicious Intentions: Android Internet Permission Security Risks. CSS (2) 2019: 111-120
[c29]
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Jin Li, Minhuan Huang, Shuaibing Lu, Hu Li, Jin-Fu Chen:
Research on Evaluation Index System for Software Vulnerability Analysis Methods. DSC 2019: 522-527
[c28]
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Bo Liu, Honghe Ge, Jinfu Chen, Qihao Bao:
An Automatic Testing Platform for Object-oriented Software based on Code Coverage. ICCNS 2019: 20-24
[c27]
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Patrick Kwaku Kudjo, Jinfu Chen:
A cost-effective strategy for software vulnerability prediction based on bellwether analysis. ISSTA 2019: 424-427
[c26]
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Patrick Kwaku Kudjo, Jinfu Chen, Selasie Brown Aformaley, Solomon Mensah:
The Effect of Weighted Moving Windows on Security Vulnerability Prediction. ASE Workshops 2019: 65-68
[c25]
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Michael Omari, Jinfu Chen, Patrick Kwaku Kudjo, Hilary Ackah-Arthur, Rubing Huang:
Random Border Mirror Transform: A Diversity Based Approach to an Effective and Efficient Mirror Adaptive Random Testing. QRS 2019: 54-61
[c24]
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Patrick Kwaku Kudjo, Jinfu Chen, Minmin Zhou, Solomon Mensah, Rubing Huang:
Improving the Accuracy of Vulnerability Report Classification Using Term Frequency-Inverse Gravity Moment. QRS 2019: 248-259
[c23]
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Patrick Kwaku Kudjo, Selasie Brown Aformaley, Solomon Mensah, Jinfu Chen:
The Significant Effect of Parameter Tuning on Software Vulnerability Prediction Models. QRS Companion 2019: 526-527
2018
[c22]
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Rubing Huang, Weiwen Zong, Tsong Yueh Chen, Dave Towey, Jinfu Chen, Yunan Zhou, Weifeng Sun:
On the Selection of Strength for Fixed-Strength Interaction Coverage Based Prioritization. COMPSAC (1) 2018: 310-315
[c21]
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Rubing Huang, Yunan Zhou, Dave Towey, Tsong Yueh Chen, Jinfu Chen:
An experimental analysis of fault detection capabilities of covering array constructors. ICSE (Companion Volume) 2018: 246-247
2017
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Xiang Li, Jinfu Chen, Zhechao Lin, Lin Zhang, Zibin Wang, Minmin Zhou, Wanggen Xie:
A Mining Approach to Obtain the Software Vulnerability Characteristics. CBD 2017: 296-301
[c19]
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Rubing Huang, Yunan Zhou, Weiwen Zong, Dave Towey, Jinfu Chen:
An Empirical Comparison of Similarity Measures for Abstract Test Case Prioritization. COMPSAC (1) 2017: 3-12
[c18]
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Rubing Huang, Weiwen Zong, Dave Towey, Yunan Zhou, Jinfu Chen:
An empirical examination of abstract test case prioritization techniques. ICSE (Companion Volume) 2017: 141-143
[c17]
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Rubing Huang, Yunan Zhou, Tsong Yueh Chen, Dave Towey, Jinfu Chen, Weiwen Zong:
Prioritizing random combinatorial test suites. SAC 2017: 1183-1189
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Jinfu Chen, Lin Zhang, Hilary Ackah-Arthur, Michael Omari, Jiaxiang Xi:
An Architecture of Urban Regional Health Information System and Its Data Conversion Algorithm. SpaCCS Workshops 2017: 339-349
[c15]
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Jin Li, Jinfu Chen, Minhuan Huang, Minmin Zhou, Lin Zhang, Wanggen Xie:
An Integration Testing Platform for Software Vulnerability Detection Method. TrustCom/BigDataSE/ICESS 2017: 984-989
2016
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Rubing Huang, Weiwen Zong, Jinfu Chen, Dave Towey, Yunan Zhou, Deng Chen:
Prioritizing Interaction Test Suites Using Repeated Base Choice Coverage. COMPSAC 2016: 174-184
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Jinfu Chen, Lili Zhu, Tsong Yueh Chen, Rubing Huang, Dave Towey, Fei-Ching Kuo, Yuchi Guo:
An Adaptive Sequence Approach for OOS Test Case Prioritization. ISSRE Workshops 2016: 205-212
2014
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Rubing Huang, Jinfu Chen, Zhicheng Li, Rongcun Wang, Yansheng Lu:
Adaptive random prioritization for interaction test suites. SAC 2014: 1058-1063
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Rubing Huang, Jinfu Chen, Rongcun Wang, Deng Chen:
How to Do Tie-breaking in Prioritization of Interaction Test Suites?. SEKE 2014: 121-125
2013
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Rubing Huang, Jinfu Chen, Tao Zhang, Rongcun Wang, Yansheng Lu:
Prioritizing Variable-Strength Covering Array. COMPSAC 2013: 502-511
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Jinfu Chen, Qing Li, Huanhuan Wang, Rubing Huang:
Describing Component Behavior Using Improved Chemical Abstract Machine. COMPSAC 2013: 605-606
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Rubing Huang, Xiaodong Xie, Jinfu Chen, Yansheng Lu:
Failure-detection capability analysis of implementing parallelism in adaptive random testing algorithms. SAC 2013: 1049-1054
2012
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Qing Li, Jinfu Chen, Yongzhao Zhan, Chengying Mao, Huanhuan Wang:
Combinatorial Mutation Approach to Web Service Vulnerability Testing Based on SOAP Message Mutations. ICEBE 2012: 156-162
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Chengying Mao, Xinxin Yu, Jifu Chen, Jinfu Chen:
Generating Test Data for Structural Testing Based on Ant Colony Optimization. QSIC 2012: 98-101
2011
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Chengying Mao, Ilkka Tervonen, Jinfu Chen:
Diagnosing Web Services System Based on Execution Traces Pattern Analysis. ICEBE 2011: 207-214
2009
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Jinfu Chen, Yansheng Lu, Xiaodong Xie:
CSTS: A Prototype Tool for Testing COM Component Security. HIS (3) 2009: 83-88
2007
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Jinfu Chen, Yansheng Lu, Xiaodong Xie:
Testing Approach of Component Security Based on Fault Injection. CIS 2007: 763-767
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Jinfu Chen, Yansheng Lu, Xiaodong Xie:
An Auto-Generating Approach of Transactions Profile Graph in Detection of Malicious Transactions. IIH-MSP 2007: 562-565
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Jinfu Chen, Yansheng Lu, Xiaodong Xie, Wei Zhang:
Testing Approach of Component Security Based on Dynamic Monitoring. IMSCCS 2007: 381-386

Informal and Other Publications

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2025
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Bilal Ahmad, Jinfu Chen, Haibao Chen:
Feature selection strategies for optimized heart disease diagnosis using ML and DL models. CoRR abs/2503.16577 (2025)
2024
[i4]
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Xiaoyuan Xie, Yan Song, Songqiang Chen, Jinfu Chen:
Subgraph-Oriented Testing for Deep Learning Libraries. CoRR abs/2412.06430 (2024)
2020
[i3]
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Rubing Huang, Quanjun Zhang, Dave Towey, Weifeng Sun, Jinfu Chen:
Regression Test Case Prioritization by Code Combinations Coverage. CoRR abs/2007.00370 (2020)
[i2]
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Rubing Huang, Weifeng Sun, Tsong Yueh Chen, Sebastian Ng, Jinfu Chen:
Identification of Failure Regions for Programs with Numeric Inputs. CoRR abs/2007.15231 (2020)
2019
[i1]
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Jinfu Chen, Hilary Ackah-Arthur, Chengying Mao, Patrick Kwaku Kudjo:
A Taxonomic Review of Adaptive Random Testing: Current Status, Classifications, and Issues. CoRR abs/1909.10879 (2019)

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