Research output per year
Research output per year
Search results
-
2025
A Comprehensive Review on Deep Learning System Testing
Li, Y., Shan, C., Liu, Z. & Liao, S., 2025, Algorithms and Architectures for Parallel Processing - 24th International Conference, ICA3PP 2024, Proceedings. Zhu, T., Li, J. & Castiglione, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 181-191 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15255 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
-
Defining and measuring the resilience of network services
Wang, K., Hu, C. & Shan, C., Feb 2025, In: Computer Networks. 258, 111036.Research output: Contribution to journal › Article › peer-review
-
2024
An Anomaly Detection Method Based on Meta-Path and Heterogeneous Graph Attention Network
Peng, Z., Shan, C. & Hu, C., 2024, 2024 5th International Conference on Computer Engineering and Application, ICCEA 2024. Institute of Electrical and Electronics Engineers Inc., p. 137-140 4 p. (2024 5th International Conference on Computer Engineering and Application, ICCEA 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
-
A PSO-based Method to Test Deep Learning Library at API Level
Liao, S. & Shan, C., 26 Jan 2024, Proceedings of the 3rd International Conference on Computer, Artificial Intelligence and Control Engineering, CAICE 2024. Association for Computing Machinery, p. 117-130 14 p. (ACM International Conference Proceeding Series).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
-
Evaluation of Application Layer DDoS Attack Effect in Cloud Native Applications
Wang, K., Hu, C. & Shan, C., 1 Apr 2024, In: IEEE Transactions on Cloud Computing. 12, 2, p. 522-538 17 p.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus) -
MaliFuzz: Adversarial Malware Detection Model for Defending Against Fuzzing Attack
Gao, X., Shan, C. & Hu, C., 2024, In: Journal of Beijing Institute of Technology (English Edition). 33, 5, p. 436-449 14 p.Research output: Contribution to journal › Article › peer-review
-
2023
ADCaDeM: A Novel Method of Calculating Attack Damage Based on Differential Manifolds
Liu, Z., Hu, C. Z., Shan, C. & Yan, Z., 1 Sept 2023, In: IEEE Transactions on Dependable and Secure Computing. 20, 5, p. 4070-4084 15 p.Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus) -
B-UAVM: A Blockchain-Supported Secure Multi-UAV Task Management Scheme
Xie, H., Zheng, J., He, T., Wei, S., Shan, C. & Hu, C., 15 Dec 2023, In: IEEE Internet of Things Journal. 10, 24, p. 21240-21253 14 p.Research output: Contribution to journal › Article › peer-review
10 Citations (Scopus) -
DEFIA: Evaluate defense effectiveness by fusing behavior information of cyberattacks
Liu, Z., Hu, C., Shan, C. & Peng, Z., Oct 2023, In: Information Sciences. 646, 119375.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus) -
2022
A Software Vulnerability Detection Method Based on Complex Network Community
Shan, C., Gong, Y., Xiong, L., Liao, S. & Wang, Y., 2022, In: Security and Communication Networks. 2022, 3024731.Research output: Contribution to journal › Article › peer-review
Open Access2 Citations (Scopus) -
Calculation of utility of network services based on state manifolds
Wang, K., Hu, C. & Shan, C., 9 Nov 2022, In: Computer Networks. 217, 109258.Research output: Contribution to journal › Article › peer-review
-
MaliCage: A packed malware family classification framework based on DNN and GAN
Gao, X., Hu, C., Shan, C. & Han, W., Aug 2022, In: Journal of Information Security and Applications. 68, 103267.Research output: Contribution to journal › Article › peer-review
16 Citations (Scopus) -
2021
Riemannian manifold on stream data: Fourier transform and entropy-based DDoS attacks detection method
Liu, Z., Hu, C. & Shan, C., Oct 2021, In: Computers and Security. 109, 102392.Research output: Contribution to journal › Article › peer-review
27 Citations (Scopus) -
基于深度学习的网络恶意登录异常检测方法研究
Translated title of the contribution: Research on Anomaly Detection of Network Malicious Login Based on Deep LearningMing, Z., Song, W. A., Shan, C., Wang, Z. Y. & Wei, S. J., Aug 2021, In: Zhongbei Daxue Xuebao (Ziran Kexue Ban)/Journal of North University of China (Natural Science Edition). 42, 4, p. 325-331 7 p.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus) -
2020
Malware classification for the cloud via semi-supervised transfer learning
Gao, X., Hu, C., Shan, C., Liu, B., Niu, Z. & Xie, H., Dec 2020, In: Journal of Information Security and Applications. 55, 102661.Research output: Contribution to journal › Article › peer-review
Open Access43 Citations (Scopus) -
Osfpminer: An optimal weighted traversal software patterns miner based on complex network
Haitao, H., Chun, S., Hongdou, H., Guyu, Z., Yangsen, Z. & Xiangmin, T., 10 Mar 2020, In: Chinese Journal of Electronics. 29, 2, p. 255-264 10 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Citations (Scopus) -
Research on Network Risk Evaluation Method Based on a Differential Manifold
Zhao, X., Zhang, Y., Xue, J., Shan, C. & Liu, Z., 2020, In: IEEE Access. 8, p. 66315-66326 12 p., 9056505.Research output: Contribution to journal › Article › peer-review
Open Access6 Citations (Scopus) -
Research on Software Network Key Nodes Mining Methods Based on Complex Network
Shan, C., Wang, P., Hu, C., Gao, X. & Mei, S., 2020, Trusted Computing and Information Security - 13th Chinese Conference, CTCIS 2019, Revised Selected Papers. Han, W., Zhu, L. & Yan, F. (eds.). Springer, p. 193-205 13 p. (Communications in Computer and Information Science; vol. 1149 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
-
Software Crucial Functions Ranking and Detection in Dynamic Execution Sequence Patterns
Zhang, B., Shan, C., Hussain, M., Ren, J. & Huang, G., 1 May 2020, In: International Journal of Software Engineering and Knowledge Engineering. 30, 5, p. 695-719 25 p.Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus) -
2019
An Adaptive Ensemble Machine Learning Model for Intrusion Detection
Gao, X., Shan, C., Hu, C., Niu, Z. & Liu, Z., 2019, In: IEEE Access. 7, p. 82512-82521 10 p., 8740962.Research output: Contribution to journal › Article › peer-review
Open Access392 Citations (Scopus) -
A Novel Algorithm for Identifying Key Function Nodes in Software Network Based on Evidence Theory
Wang, Q., Shan, C., Zhao, X., Dong, J., Ren, J. & Liu, J., 1 Mar 2019, In: International Journal of Software Engineering and Knowledge Engineering. 29, 3, 00189.Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus) -
A vulnerability detection model for java systems based on complex networks
Xiong, L., Chun, S., Hu, C., Yu, Z. & Xiong, W., Aug 2019, Proceedings - 2019 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Internet of People and Smart City Innovation, SmartWorld/UIC/ATC/SCALCOM/IOP/SCI 2019. Institute of Electrical and Electronics Engineers Inc., p. 1339-1347 9 p. 9060132. (Proceedings - 2019 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Internet of People and Smart City Innovation, SmartWorld/UIC/ATC/SCALCOM/IOP/SCI 2019).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Citation (Scopus) -
Network risk assessment method based on asset correlation graph
Shan, C., Gao, J., Hu, C., Guan, F. & Zhao, X., 2019, Trusted Computing and Information Security - 12th Chinese Conference, CTCIS 2018, Revised Selected Papers. Zhang, H., Zhao, B. & Yan, F. (eds.). Springer Verlag, p. 65-83 19 p. (Communications in Computer and Information Science; vol. 960).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
4 Citations (Scopus) -
Research on a multi-level combination of software defect localization method
Wang, P., Shan, C., Mei, S. & Li, N., Aug 2019, Proceedings - 2019 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Internet of People and Smart City Innovation, SmartWorld/UIC/ATC/SCALCOM/IOP/SCI 2019. Institute of Electrical and Electronics Engineers Inc., p. 1305-1311 7 p. 9060118. (Proceedings - 2019 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Internet of People and Smart City Innovation, SmartWorld/UIC/ATC/SCALCOM/IOP/SCI 2019).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Citation (Scopus) -
Software defect prediction model based on KPCA-SVM
Zhou, Y., Shan, C., Sun, S., Wei, S. & Zhang, S., Aug 2019, Proceedings - 2019 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Internet of People and Smart City Innovation, SmartWorld/UIC/ATC/SCALCOM/IOP/SCI 2019. Institute of Electrical and Electronics Engineers Inc., p. 1326-1332 7 p. 9060079. (Proceedings - 2019 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Internet of People and Smart City Innovation, SmartWorld/UIC/ATC/SCALCOM/IOP/SCI 2019).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
10 Citations (Scopus) -
Software defect prediction via deep belief network
Wei, H., Shan, C., Hu, C., Zhang, Y. & Yu, X., 10 Sept 2019, In: Chinese Journal of Electronics. 28, 5, p. 925-932 8 p.Research output: Contribution to journal › Article › peer-review
17 Citations (Scopus) -
Software structure characteristic measurement method based on weighted network
Shan, C., Mei, S., Hu, C., Liu, L. & Mao, L., 7 Apr 2019, In: Computer Networks. 152, p. 178-185 8 p.Research output: Contribution to journal › Article › peer-review
4 Citations (Scopus) -
基于流量异常分析多维优化的入侵检测方法
Translated title of the contribution: An intrusion detection method based on multi-dimensional optimization of traffic anomaly analysisLiu, X., Shan, C., Ren, J., Wang, Q. & Guo, J., 2019, In: Journal of Cyber Security. 4, 1, p. 14-26 13 p.Research output: Contribution to journal › Article › peer-review
6 Citations (Scopus) -
2018
Analysis on Influential Functions in the Weighted Software Network
He, H., Shan, C., Tian, X., Wei, Y. & Huang, G., 2018, In: Security and Communication Networks. 2018, 1525186.Research output: Contribution to journal › Article › peer-review
Open Access4 Citations (Scopus) -
An Approach for Internal Network Security Metric Based on Attack Probability
Shan, C., Jiang, B., Xue, J., Guan, F. & Xiao, N., 24 Apr 2018, In: Security and Communication Networks. 2018, 3652170.Research output: Contribution to journal › Article › peer-review
Open Access5 Citations (Scopus) -
A secure pairing-free certificate-less authenticated key agreement protocol
Chun, S., Kangwen, H., Jingfeng, X., Changzhen, H. & Rui, M., 2018, Lecture Notes in Real-Time Intelligent Systems. Mizera-Pietraszko, J. & Pichappan, P. (eds.). Springer Verlag, p. 205-216 12 p. (Advances in Intelligent Systems and Computing; vol. 613).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Citation (Scopus) -
Design and Implementation of Hotel Room Information Management System Based on Kendo UI Front-End Framework
Shan-Shan, M., Chun, S. & Jing-Feng, X., Apr 2018, Proceedings - 2018 4th Annual International Conference on Network and Information Systems for Computers, ICNISC 2018. Song, Y., Kim, H., Luo, L. & Zaman, N. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 452-455 4 p. 8842948. (Proceedings - 2018 4th Annual International Conference on Network and Information Systems for Computers, ICNISC 2018).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
4 Citations (Scopus) -
Malware Visualization for Fine-Grained Classification
Fu, J., Xue, J., Wang, Y., Liu, Z. & Shan, C., 11 Feb 2018, In: IEEE Access. 6, p. 14510-14523 14 p.Research output: Contribution to journal › Article › peer-review
Open Access112 Citations (Scopus) -
Multiple-instance support vector machine based on a new local feature of hierarchical weighted spatio-temporal interest points
Shan, C., Liu, L., Xue, J., Sun, Z. & Ma, T., 2018, In: Journal of Internet Technology. 19, 3, p. 939-948 10 p.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus) -
Real-Time Processing and Storage of Multimedia Data with Content Delivery Network in Vehicle Monitoring System
Xiong, W., Shan, C., Sun, Z. & Meng, Q., 2 Jul 2018, Proceedings - 2018 International Conference on Wireless Networks and Mobile Communications, WINCOM 2018. Sabir, E., Sadik, M., Tmiri, A., EL-Azouzi, R. & Altman, E. (eds.). Institute of Electrical and Electronics Engineers Inc., 8629708. (Proceedings - 2018 International Conference on Wireless Networks and Mobile Communications, WINCOM 2018).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
5 Citations (Scopus) -
Software defect distribution prediction model based on NPE-SVM
Wei, H., Shan, C., Hu, C., Sun, H. & Lei, M., May 2018, In: China Communications. 15, 5, p. 173-182 10 p.Research output: Contribution to journal › Article › peer-review
16 Citations (Scopus) -
Software system evolution analysis method based on algebraic topology
Shan, C., Liu, L., Xue, J., Hu, C. & Zhu, H., Oct 2018, In: Tsinghua Science and Technology. 23, 5, p. 599-609 11 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Citations (Scopus) -
Software System Representation Methods Based on Algebraic Component
Yu, Z., Shan, C., Mao, L., Hu, C. & Xiong, W., 5 Sept 2018, Proceedings - 17th IEEE International Conference on Trust, Security and Privacy in Computing and Communications and 12th IEEE International Conference on Big Data Science and Engineering, Trustcom/BigDataSE 2018. Institute of Electrical and Electronics Engineers Inc., p. 1008-1013 6 p. 8456011. (Proceedings - 17th IEEE International Conference on Trust, Security and Privacy in Computing and Communications and 12th IEEE International Conference on Big Data Science and Engineering, Trustcom/BigDataSE 2018).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Citation (Scopus) -
Vulnerability Prediction Based on Weighted Software Network for Secure Software Building
Wei, S., Zhong, H., Shan, C., Ye, L., Du, X. & Guizani, M., 2018, In: Proceedings - IEEE Global Communications Conference, GLOBECOM. 8647583.Research output: Contribution to journal › Conference article › peer-review
Open Access2 Citations (Scopus) -
基于组件依赖图的软件安全漏洞预测方法
Translated title of the contribution: Predicting Software Security Vulnerabilities withComponent Dependency GraphsWei, S. J., He, T., Hu, C. Z. & Shan, C., 1 May 2018, In: Beijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology. 38, 5, p. 525-530 6 p.Research output: Contribution to journal › Article › peer-review
4 Citations (Scopus) -
2017
8031 Microcontroller Software Vulnerability Detection Algorithm Based on Vulnerability Knowledge Database
Shan, C., Jing, G. P., Hu, C. Z., Xue, J. F. & He, J. Z., 1 Apr 2017, In: Beijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology. 37, 4, p. 371-375 5 p.Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus) -
A detecting method of array bounds defects based on symbolic execution
Shan, C., Sun, S., Xue, J., Hu, C. & Zhu, H., 2017, Network and System Security - 11th International Conference, NSS 2017, Proceedings. Yan, Z., Molva, R., Mazurczyk, W. & Kantola, R. (eds.). Springer Verlag, p. 373-385 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10394 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Citations (Scopus) -
Homology analysis method of worms based on attack and propagation features
Wang, L., Xue, J., Cui, Y., Wang, Y. & Shan, C., 2017, Trusted Computing and Information Security - 11th Chinese Conference, CTCIS 2017, Proceedings. Yan, F., Xu, M., Fu, S. & Qin, Z. (eds.). Springer Verlag, p. 1-15 15 p. (Communications in Computer and Information Science; vol. 704).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Citation (Scopus) -
Improved pairing-free constant round certificateless authenticated group key agreement protocol
Shan, C., Hu, K., Xue, J., Hu, C. & Zhao, X., 1 Jun 2017, In: Qinghua Daxue Xuebao/Journal of Tsinghua University. 57, 6, p. 580-585 6 p.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus) -
Predicting vulnerable software components using software network graph
Wei, S., Du, X., Hu, C. & Shan, C., 2017, Cyberspace Safety and Security - 9th International Symposium, CSS 2017, Proceedings. Wu, W., Castiglione, A. & Wen, S. (eds.). Springer Verlag, p. 280-290 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10581 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Citation (Scopus) -
Research on malicious code analysis method based on semi-supervised learning
He, T., Xue, J., Fu, J., Wang, Y. & Shan, C., 2017, Trusted Computing and Information Security - 11th Chinese Conference, CTCIS 2017, Proceedings. Yan, F., Xu, M., Fu, S. & Qin, Z. (eds.). Springer Verlag, p. 227-241 15 p. (Communications in Computer and Information Science; vol. 704).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Citation (Scopus) -
Software detection method based on running state
Zhao, X., Chen, Q., Shan, C., Wang, T. & Zhang, Y., 8 Sept 2017, In: Journal of Physics: Conference Series. 887, 1, 012071.Research output: Contribution to journal › Conference article › peer-review
Open Access -
SulleyEX: A fuzzer for stateful network protocol
Ma, R., Zhu, T., Hu, C., Shan, C. & Zhao, X., 2017, Network and System Security - 11th International Conference, NSS 2017, Proceedings. Yan, Z., Molva, R., Mazurczyk, W. & Kantola, R. (eds.). Springer Verlag, p. 359-372 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10394 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
4 Citations (Scopus) -
2016
A XSS attack detection method based on skip list
Chun, S., Jing, C., Changzhen, H., Jingfeng, X., Hao, W. & Raphael, M., 2016, In: International Journal of Security and its Applications. 10, 5, p. 95-106 12 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
Optimization of program recursive function calls analysis method
Shan, C., Yu, Z., Hu, C., Xue, J. & Wu, L., 1 Jul 2016, In: Automatic Control and Computer Sciences. 50, 4, p. 253-259 7 p.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus)
