成果/Result
- A Multiple-Layer Representation Learning Model for Network-Based Attack Detection被引量：57收藏
- 作者：Zhang, Xueqin Chen, Jiahao Zhou, Yue Han, Liangxiu Lin, Jiajun
- 机构：East China Univ Sci & Technol;Manchester Metropolitan Univ
- 来源：IEEE ACCESS 2019
- 关键词：Network intrusion detection convolutional neural networks deep random forests representation learning
- 一种网络入侵检测特征提取方法被引量：45收藏
- 作者：张雪芹 顾春华
- 机构：华东理工大学信息科学与工程学院
- 来源：《华南理工大学学报（自然科学版）》 2010
- 关键词：入侵检测系统 特征选取 Fisher分 支持向量机
- 摘要：为了去除冗余特征,降低系统存储和运算负担,提高网络入侵检测分类器的性能,文中提出了一种基于Fisher分和支持向量机的网络入侵检测特征提取方法.针对KDD′99网络入侵检测数据集,应用该方法得到了混合攻击和4种单一攻击模...
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- A universal multiple instance learning framework for whole slide image analysis被引量：43收藏
- 作者：Zhang, Xueqin Liu, Chang Zhu, Huitong Wang, Tianqi Du, Zunguo Ding, Weihong
- 机构： College of Information Science and Engineering; Shanghai Key Laboratory of Computer Software Evaluating and Testing; Department of Pathology; Department of Urology
- 来源：Computers in Biology and Medicine 2024
- 关键词：Benchmarking - Classification (of information) - Image enhancement - Learning systems
- Attention and boundary guided salient object detection被引量：40收藏
- 作者：Zhang, Qing Shi, Yanjiao Zhang, Xueqin
- 机构：Shanghai Inst Technol;East China Univ Sci & Technol
- 来源：PATTERN RECOGNITION 2020
- 关键词：Salient object detection Visual saliency Feature learning Fully convolutional neural network
- Adversarial Examples Detection for XSS Attacks Based on Generative Adversarial Networks被引量：37收藏
- 作者：Zhang, Xueqin Zhou, Yue Pei, Songwen Zhuge, Jingjing Chen, Jiahao
- 机构：East China Univ Sci & Technol;Univ Shanghai Sci & Technol
- 来源：IEEE ACCESS 2020
- 关键词：Network intrusion detection generative adversarial network Monte Carlo tree convolutional neural networks
- Online multi-object tracking with pedestrian re-identification and occlusion processing被引量：30收藏
- 作者：Zhang, Xueqin Wang, Xiaoxiao Gu, Chunhua
- 机构：East China Univ Sci & Technol
- 来源：VISUAL COMPUTER 2021
- 关键词：Multi-object tracking Tracking-by-detection Pedestrian re-identification Data association
- Detection of Android Malware Based on Deep Forest and Feature Enhancement被引量：29收藏
- 作者：Zhang, Xueqin Wang, Jiyuan Xu, Jinyu Gu, Chunhua
- 机构：East China Univ Sci & Technol;Shanghai Key Lab Comp Software Evaluating & Testin;Hubei Univ Automot Technol
- 来源：IEEE ACCESS 2023
- 关键词：Android malware anomaly detection encrypted traffic feature enhancement deep forest
- Path planning of lunar robot based on dynamic adaptive ant colony algorithm and obstacle avoidance被引量：28收藏
- 作者：Zhu, Shinan Zhu, Weiyi Zhang, Xueqin Cao, Tao
- 机构：East China Univ Sci & Technol;Shanghai Aerosp Control Technol Inst
- 来源：INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS 2020
- 关键词：Lunar robot ant colony algorithm artificial potential field dynamic obstacle avoidance
- Dual Generative Adversarial Networks Based Unknown Encryption Ransomware Attack Detection被引量：24收藏
- 作者：Zhang, Xueqin Wang, Jiyuan Zhu, Shinan
- 机构：East China Univ Sci & Technol
- 来源：IEEE ACCESS 2022
- 关键词：Ransomware encrypted trafic anomaly detection GAN transfer learning
- CH-SVM based network anomaly detection被引量：16收藏
- 作者：Zhang, Xue-Qin Gu, Chun-Hua
- 机构： East China University of Science and Technology
- 来源：Proceedings of the Sixth International Conference on Machine Learning and Cybernetics, ICMLC 2007 2007
- 关键词：Intrusion detection - Network security - Pattern recognition - Problem solving - Telecommunication traffic
- Key node identification in social networks based on topological potential model被引量：16收藏
- 作者：Zhang, Xueqin Wang, Zhineng Liu, Gang Wang, Yan
- 机构：East China Univ Sci & Technol ECUST;Shanghai Key Lab Comp Software Testing & Evaluatin
- 来源：COMPUTER COMMUNICATIONS 2024
- 关键词：Social network Key node Information entropy Effective distance Topological potential model
- A GPU-RSVM based intrusion detection classifier被引量：15收藏
- 作者：Zhang, Xueqin Zhao, Chen Wu, Jiyi Song, Chao
- 机构： School of Information Science and Engineering; Hangzhou Key Lab. of E-Bussiness and Information Security
- 来源：Communications in Computer and Information Science 2011
- 关键词：Quadratic programming - Graphics processing unit - Intrusion detection
- 基于约简支持向量机的快速入侵检测算法被引量：14收藏
- 作者：张雪芹 顾春华 吴吉义
- 机构：华东理工大学信息科学与工程学院;杭州师范大学电子商务与信息安全重点实验室
- 来源：《华南理工大学学报（自然科学版）》 2011
- 关键词：入侵检测 支持向量机 样本选择 凸包
- 摘要：标准支持向量机(SVM)算法受时间和空间复杂度约束,无法有效地处理大规模网络入侵检测问题.文中基于SVM的几何解释,提出了一种基于并行凸包分解计算和支持向量机的入侵检测分类算法(PCH-SVM).该算法借助凸包的分解和并...
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- Published wEIghted social networks privacy preservation based on community division被引量：13收藏
- 作者：Zhang, Xueqin Zhou, Qianru Gu, Chunhua
- 机构： School of Information Science and Engineering
- 来源：ACM International Conference Proceeding Series 2017
- 关键词：Social networking (online) - Data privacy - Publishing - Undirected graphs
- 异常检测中支持向量机最优模型选择方法被引量：13收藏
- 作者：张雪芹 顾春华 吴吉义
- 机构：华东理工大学信息科学与工程学院;杭州师范大学电子商务与信息安全重点实验室
- 来源：《电子科技大学学报》 2011
- 关键词：异常检测 模型选择 参数估计 结构风险 支持向量机
- 摘要：为了构建一个具有良好的学习性能和推广能力的异常检测分类器,在结构风险最小(SRM)原则下讨论了基于支持向量机(SVM)的异常检测分类器的设计准则,提出了SVM分类器模型及其参数快速选择和评估方法,并给出了异常检测分类器训...
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- An SOA based Enterprise Application Integration approach被引量：13收藏
- 作者：Gu, Chunhua Zhang, Xueqin
- 机构： School of Information Science and Engineering
- 来源：3rd International Symposium on Electronic Commerce and Security, ISECS 2010 2010
- 关键词：Service oriented architecture (SOA) - Integration - Interoperability
- Residual attentive feature learning network for salient object detection被引量：13收藏
- 作者：Zhang, Qing Shi, Yanjiao Zhang, Xueqin Zhang, Liqian
- 机构：Shanghai Inst Technol;East China Univ Sci & Technol
- 来源：NEUROCOMPUTING 2022
- 关键词：Salient object detection Saliency detection Attention Residual learning Multi -level feature integration
- The whole slide breast histopathology image detection based on a fused model and heatmaps被引量：13收藏
- 作者：Zhang, Xueqin Liu, Chang Li, Tianren Zhou, Yunlan
- 机构：East China Univ Sci & Technol;Shanghai Jiao Tong Univ
- 来源：BIOMEDICAL SIGNAL PROCESSING AND CONTROL 2023
- 关键词：Breast cancer diagnosis Whole Slide Image DPN68 Swin-Transformer Heatmap SVM
- Optimal linear combination of facial regions for improving identification performance被引量：11收藏
- 作者：Wong, Kin-Chung Lin, Wei-Yang Hu, Yu Hen Boston, Nigel Zhang, Xueqin
- 机构：Univ Wisconsin;Natl Chung Cheng Univ;E China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS 2007
- 关键词：face recognition Face Recognition Grand Challenge (FRGC) information fusion 3-D faces
- Security risk estimation of social network privacy issue被引量：10收藏
- 作者：Zhang, Xueqin Zhang, Li Gu, Chunhua
- 机构： School of Information Science and Engineering
- 来源：ACM International Conference Proceeding Series 2017
- 关键词：Social networking (online) - Network security
- BD_CNN based pedestrians and vehicle recognition in video survEIllance被引量：10收藏
- 作者：Zhang, Xueqin Fang, Ting Gu, Qiuchen
- 机构： Institute of Information Science and Technology; Institute of Business
- 来源：Communications in Computer and Information Science 2017
- 关键词：Vehicles - Pedestrian safety - Object detection - Convolution - Security systems
- Deep learning based intelligent intrusion detection被引量：10收藏
- 作者：Zhang, Xueqin Chen, Jiahao
- 机构： School of Information Science and Engineering
- 来源：2017 9th IEEE International Conference on Communication Software and Networks, ICCSN 2017 2017
- 关键词：Learning algorithms - Data mining - Deep learning - Intrusion detection - Statistical tests
- A rough set and SVM based intrusion detection classifier被引量：10收藏
- 作者：Gu, Chunhua Zhang, Xueqin
- 机构： School of Information Science and Engineering
- 来源：2nd International Workshop on Computer Science and Engineering, WCSE 2009 2009
- 关键词：Vectors - Digital storage - Rough set theory - Quadratic programming - Intrusion detection
- Design and implementation of virtual simulation experiment for generation, transmission and application of electric power被引量：8收藏
- 作者：Zhang, Xueqin Song, Jirong Li, Zhenpo
- 机构： East China University of Science and Technology
- 来源：ACM International Conference Proceeding Series 2019
- 关键词：Electric power generation - Electric power transmission - Virtual reality - Offshore oil well production - Teaching - Wind power
- Support vector machines for anomaly detection被引量：8收藏
- 作者：Zhang, Xueqin Gu, Chunhua Lin, Jiajun
- 机构： College of Information Science and Engineering
- 来源：Proceedings of the World Congress on Intelligent Control and Automation (WCICA) 2006
- 关键词：Algorithms - Classification (of information) - Data structures - Feature extraction - Intrusion detection - Mathematical models
- Boosting transferability of adversarial samples via saliency distribution and frequency domain enhancement被引量：6收藏
- 作者：Wang, Yixuan Hong, Wei Zhang, Xueqin Zhang, Qing Gu, Chunhua
- 机构：East China Univ Sci & Technol;Shanghai Key Lab Comp Software Evaluating & Testin;Shanghai Inst Technol
- 来源：KNOWLEDGE-BASED SYSTEMS 2024
- 关键词：Deep neural network Black-box attack Adversarial samples Transferability
- A PKI-based authentication approach for E-Business systems被引量：6收藏
- 作者：Gan, Siyu Gu, Chunhua Zhang, Xueqin
- 机构： Shanghai e and P International; School of Information Science and Engineering
- 来源：2010 2nd International Symposium on Information Engineering and Electronic Commerce, IEEC 2010 2010
- 关键词：Electronic commerce - Public key cryptography
- Compliance determination based CME information system security risk assessment model被引量：6收藏
- 作者：Zhang, Xueqin Jiang, Changqin Xu, Cuihua Lin, Jiajun
- 机构： East China University of Science and Technology; China Information Technology Security Evaluation Center
- 来源：Qinghua Daxue Xuebao/Journal of Tsinghua University 2010
- 关键词：Information use - Information systems - Cryptography
- A fast fabric image matching and retrieval algorithm based on locality-sensitive hashing and visual word被引量：6收藏
- 作者：Zhang, Xueqin Liu, Yuanyuan Wei, Yifan
- 机构： Institute of Information Science and Technology
- 来源：Communications in Computer and Information Science 2018
- 关键词：Image retrieval - K-means clustering
- 基于支持向量机的Windows主机入侵检测系统被引量：5收藏
- 作者：张雪芹 顾春华 林家骏
- 机构：华东理工大学信息科学与工程学院
- 来源：《华东理工大学学报（自然科学版）》 2006
- 关键词：异常检测 Windows注册表 支持向量机
- 摘要：提出了一种基于支持向量机的W indow s主机入侵检测方法。讨论了以W indow s注册表作为数据源的入侵检测系统的结构及特征向量的提取方法。给出了基于支持向量机的入侵分类算法,通过建立支持向量描述模型进行预测。实验...
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