基于深度学习的高通量网络攻击智能检测与场景构建研究

U1936213
2019
F0205.网络与系统安全
陈克非
联合基金项目
教授
上海电力大学
259万元
知识图谱;深度学习;增量学习;攻击检测;场景构建
2020-01-01到2023-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 HSGMP: Heterogeneous Scene Graph Message Passing for Cross-modal Retrieval 会议论文 Yu Duan;Yun Xiong;Yao Zhang;Yuwei Fu;Yangyong Zhu
2 SEAL: Learning Heuristics for Community Detection with Generative Adversarial Networks AUTHORS 会议论文 Yao Zhang;Yun Xiong;Yun Ye;Tengfei Liu;Weiqiang Wang;Yangyong Zhu;Philip S. Yu
3 基于动态卷积与注意力的多特征融合行人重识别 期刊论文 耿韶松;李晋国
4 An Adversarial Attack with Fusion of Polarization for Unmanned Scenes 会议论文 Huanhuan Lv;Mi Wen;Rongxing Lu;Xuankai Wang;Jinguo Li
5 互注意力机制驱动的轻量级图像语义分割网络 期刊论文 栗风永;叶彬;秦川
6 基于Skyline策略的微电网数据处理方法和装置 专利 张凯;汪海伦;赵健;陈思远;李晋国
7 一种基于区块链的微电网终端设备交互方法、装置和设备 专利 张凯;余金虎;王亮亮;李晋国;温蜜
8 一种基于ViLBERT和BiLSTM的图像描述方法 专利 温蜜;许昊;种法广
9 An Accurate Ensemble Forecasting Approach for Highly Dynamic Cloud Workload with VMD and R-Transformer 期刊论文 Zhou Shaojing;Li Jinguo;Zhang Kai;Wen Mi;Guan Qijie
10 Efficient and interpretable SRU combined with TabNet for network intrusion detection in the big data environment 期刊论文 Yingchun Chen;Jinguo Li;Naiwang Guo
11 An Efficient Attribute Encryption Scheme with Privacy-Preserving Policy in Smart Grid. 期刊论文 Jing Cheng;Mi Wen
12 RuDi: Explaining Behavior Sequence Models by Automatic Statistics Generation and Rule Distillation 会议论文 Yao Zhang;Yun Xiong;Yiheng Sun;Caihua Shan;Tian Lu;Hui Song;Yangyong Zhu
13 A Blockchain-assisted Collaborative Ensemble Learning for Network Intrusion Detection 会议论文 Lijian Liu;Jinguo Li
14 Code2Text: Dual Attention Syntax Annotation Networks for Structure-aware Code Translation 会议论文 Yun Xiong;Shaofeng Xu;Keyao Rong;Xinyue Liu;Xiangnan Kong;Shanshan Li;Philip Yu;Yangyong Zhu
15 智能家居的多用户系统 专利 王亮亮;刘泽龙;温蜜;陈涛;翟昊;陈佳圣
16 Anomaly Detection for CPS via Memory-Augmented Reconstruction and Time Series Prediction 会议论文 Zhe Sun;Jinguo Li
17 AutoCite:Multi-Modal Representation Fusion for Contextual Citation Generation 会议论文 Qingqin Wang;Yun Xiong;Yao Zhang;Jiawei Zhang;Yangyong Zhu
18 Efficient Certificateless Online/Offline Signcryption Scheme for Edge IoT Devices 期刊论文 Jiasheng Chen;Liangliang Wang;Mi Wen;Kai Zhang;Kefei Chen
19 Blockchain-based Privacy-Preserving Sensor Data Sharing with Fine-grained Authorization in Microgrid 期刊论文 Jinhu Yu;Yue Han;Kai Zhang;Siyuan Chen;Jinguo Li
20 Continuous-Time Sequential Recommendation with Temporal Graph Collaborative Transformer 会议论文 Ziwei Fan;Zhiwei Liu;Jiawei Zhang;Yun Xiong;Lei Zheng;Philip S. Yu
21 AISLE: Self-supervised Representation Learning for the Investigation of Advanced Persistent Threat 会议论文 Zian Jia;Xiaosu Wang;Yun Xiong;Yao Zhang;JinJing Zhao
22 A blockchain-based dynamic and traceable data integrity verification scheme for smart homes 期刊论文 Chunliang Chen;Liangliang Wang;Yu Long;Yiyuan Luo;Kefei Chen
23 FedEVCP: Federated Learning-Based Anomalies Detection for Electric Vehicle Charging Pile 期刊论文 Zhaoliang Lin;Jinguo Li
24 IASR: an Item-level Attentive Social Recommendation Model for Personalized Ranking 会议论文 Tianyi Tao;Yun Xiong;Guosen Wang;Yao Zhang;Peng Tian;Yangyong Zhu
25 Image Manipulation Localization Using Multi-Scale Feature Fusion and Adaptive Edge Supervision 期刊论文 Fengyong Li;Zhenjia Pei;Xinpeng Zhang;Chuan Qin
26 Detection of Self-explosive Insulators in Aerial Images Based on Improved YOLO v4 期刊论文 Li Yi;Li Jinguo;Zhai Yongjie;Meng Ping
27 基于重复数据删除的雾存储数据去冗余方法 专利 温蜜;陈思佳;李晋国;陈珊;吴佳乐;徐健;郭帅;王轩楷;李孟特
28 TI-GCN: A Dynamic Network Embedding Method with Time Interval Information 会议论文 Yali Xiang;Yun Xiong;Yangyong Zhu
29 DCDPI: Dynamic and Continuous Deep Packet Inspection in Secure Outsourced Middleboxes 期刊论文 Minjun Deng;Kai Zhang;Pengfei Wu;Mi Wen;Jianting Ning
30 KASR: Knowledge-Aware Sequential Recommendation 会议论文 Qingqin Wang;Yun Xiong;Yangyong Zhu;Philip S. Yu
31 电力敏感数据识别共享关键技术与应用 奖励 朱洪斌;苏运;刘圣龙;温蜜;吴裔;程大伟;王彬彬;江伊雯;罗义旺;王迪
32 A Lightweight Certificateless Aggregate Ring Signature Scheme for Privacy Protection in Smart Grids 期刊论文 Huiwen Wang;Liangliang Wang;Mi Wen;Kefei Chen;Yiyuan Luo
33 Multi-task Attributed Graphical Lasso 会议论文 Yao Zhang;Yun Xiong;Xiangnan Kong;Xinyue Liu;Yangyong Zhu
34 数据的经济活动及其所需要的权利 期刊论文 朱扬勇;熊贇
35 基于角色的网络表征学习 期刊论文 徐攸;王晓萍;熊贇
36 Cloud‐assisted secure and conjunctive publish/subscribe service in smart grids 期刊论文 Jinguo Li;Mi Wen;Kai Zhang
37 一种融合参数优化的集群联邦学习方法及设备 专利 张凯;曾剑秋;赵健;温蜜;王亮亮
38 Highly Liquid Temporal Interaction Graph Embeddings 会议论文 Huidi Chen;Yun Xiong;Yangyong Zhu;Philip S. Yu
39 Few-shot Radiology Report Generation for Rare Diseases 会议论文 Xing Jia;Yun Xiong;Jiawei Zhang;Yao Zhang;Yangyong Zhu
40 开放融合网络环境下电力数据安全治理关键技术与应用研究 奖励 温蜜;苏运;汤波;张凯;熊赟;邱卫东;李晋国;郭乃网;田英杰;杨洪山
41 CoPE: Modeling Continuous Propagation and Evolution on Interaction Graph 会议论文 Yao Zhang;Yun Xiong;Dongsheng Li;Caihua Shan;Kan Ren;Yangyong Zhu
42 Multi-Client Boolean File Retrieval with Adaptable Authorization Switching for Secure Cloud Search Services 期刊论文 Kai Zhang;Xiwen Wang;Jianting Ning;Mi Wen;Rongxing Lu
43 Concurrent Transformer for Spatial-Temporal Graph Modeling 会议论文 Yi Xie;Yun Xiong;Yangyong Zhu;Philip S. Yu;Cheng Jin;Qiang Wang;Haihong Li
44 Sub-Graph Contrast for Scalable Self-Supervised Graph Representation Learning 会议论文 Yizhu Jiao;Yun Xiong;Jiawei Zhang;Yao Zhang;Tianqi Zhang;Yangyong Zhu
45 基于XGBoost和QRLSTM的超短期负荷预测方法 期刊论文 张照贝;顾春华;温蜜
46 DPB-MA: Low-latency Message Authentication Scheme based on Distributed Verification and Priority in Vehicular Ad Hoc Network 期刊论文 Jiangwei Xu;Liangliang Wang;Mi Wen;Yu Long;Kefei Chen
47 High-resolution load profile clustering approach based on dynamic largest triangle three buckets and multiscale dynamic warping path under limited warping path length 期刊论文 Mi Wen;Yue Ma;Weina Zhang;Yingjie Tian;Yanfei Wang
48 雾计算环境下入侵检测模型研究 期刊论文 李晋国;焦旭斌
49 一种异常流量检测方法、设备及介质 专利 李晋国;林兆亮;黄润渴;常文明;张凯;王亮亮;温蜜
50 一种基于状态估计且具备隐私保护的电网盗电检测方法 专利 温蜜;姚冬缓;李晋国;张思佳;朱丹;王涛
51 SpEC: Sparse Embedding-based Community Detection in Attributed Graphs 会议论文 Huidi Chen;Yun Xiong;Changdong Wang;Yangyong Zhu
52 SAST-GNN: A Self-Attention based Spatio-Temporal Graph Neural Network for Traffic Prediction 会议论文 Yi Xie;Yun Xiong;Yangyong Zhu
53 Attribute-Based Collaborative Access Control Scheme with Constant Ciphertext Length for Smart Grid 会议论文 Jiangyan Ge;Mi Wen;Liangliang Wang;Rong Xie
54 FedLVR: a federated learning-based fine-grained vehicle recognition scheme in intelligent traffic system 期刊论文 Jianqiu Zeng;Kai Zhang;Liangliang Wang;Jinguo Li
55 Improving Chinese Character Representation with Formation Graph Attention Network 会议论文 Xiaosu Wang;Yun Xiong;Hao Niu;Jingwen Yue;Yangyong Zhu;Philip S. Yu
56 Multi-Client Sub-Linear Boolean Keyword Searching for Encrypted Cloud Storage with Owner-Enforced Authorization 期刊论文 Zhang Kai;Wen Mi;Lu Rongxing;Chen Kefei
57 Efficient BiSRU Combined With Feature Dimensionality Reduction for Abnormal Traffic Detection 期刊论文 Ding Pengpeng;Li Jinguo;Wen Mi;Wang Liangliang;Li Hongjiao
58 一种基于掩码图自编码器的APT攻击检测方法及装置 专利 熊贇;贾子安;张尧;朱扬勇
59 一种遥感图像的匹配方法 专利 崔荣成;温蜜;张凯;孙超;种法广
60 CLARE: A Semi-supervised Community Detection Algorithm 会议论文 Xixi Wu;Yun Xiong;Yao Zhang;Yizhu Jiao;Caihua Shan;Yiheng Sun;Yangyong Zhu;Philip S. Yu
61 MinSR: Multi-level Interests Network for Session-based Recommendation 会议论文 Tao Lei;Yun Xiong;Peng Tian;Yangyong Zhu
62 V2G网络中基于联邦学习和CNN-BiLSTM的DDoS攻击检测 期刊论文 林兆亮;李晋国;黄润渴
63 基于改进粒子群算法优化LSTM的短期电力负荷预测 期刊论文 崔星;李晋国;张照贝;李麟容
64 Non-interactive Boolean Searchable Asymmetric Encryption With Bilateral Access Control 期刊论文 Xiwen Wang;Kai Zhang;Jinguo Li;Mi Wen;Shengmin Xu;Jianting Ning
65 HYBRID-CNN: An Efficient Scheme for Abnormal Flow Detection in the SDN-Based Smart Grid 期刊论文 Pengpeng Ding;Jinguo Li;Liangliang Wang;Mi Wen;Yuyao Guan
66 基于GAN异质网络表示学习的疾病关联预测算法 期刊论文 郭梦洁;熊贇
67 An Approach for Attack Scenario Construction Based on Dynamic Attack Path Graph 会议论文 Siying He;Mi Wen;Xiumin Li;Zhou Su
68 CommDGI: Community Detection Oriented Deep Graph Infomax 会议论文 Tianqi Zhang;Yun Xiong;Jiawei Zhang;Yao Zhang;Yizhu Jiao;Yangyong Zhu
69 Composition-based Heterogeneous Graph Multi-channel Attention Network for Multi-aspect Multi-sentiment Classification 会议论文 Hao Niu;Yun Xiong;Jian Gao;Zhongchen Miao;Xiaosu Wang;Hongrun Ren;Yao Zhang;Yangyong Zhu
70 FedDetect: A Novel Privacy-Preserving Federated Learning Framework for Energy Theft Detection in Smart Grid 期刊论文 Mi Wen;Rong Xie;Kejie Lu;Liangliang Wang;Kai Zhang
71 电力敏感数据识别共享关键技术与应用 奖励 郭乃网;温蜜;苏运;吴裔
72 JPEG Reversible Data Hiding Using Dynamic Distortion Optimizing with Frequency Priority Reassignment 期刊论文 Fengyong Li;Zhen Qi;Xinpeng Zhang;Chuan Qin
73 一种基于国密系列算法的高效恶意流量检测方法 专利 邓敏俊;张凯;温蜜;王亮亮;李晋国
74 A Scheme for Robust Federated Learning with Privacy-preserving Based on Krum AGR 会议论文 Xiumin Li;Mi Wen;Siying He;Rongxing Lu;Liangliang Wang
75 Practical black-box adversarial attack on open-set recognition: Towards robust autonomous driving 期刊论文 Yanfei Wang;Kai Zhang;Kejie Lu;Yun Xiong;Mi Wen
76 Scalable self-supervised graph representation learning via enhancing and contrasting subgraphs 期刊论文 Yizhu Jiao;Yun Xiong;Jiawei Zhang;Yao Zhang;Tianqi Zhang;Yangyong Zhu
77 基于知识图谱的金融新闻个性化推荐算法 期刊论文 陶天一;王清钦;付聿炜;熊贇;俞枫;苑博
78 T-SSD: A Transformer-based Single-Stage Multi-Scale Sampling Object Detector 会议论文 Kailai Huang;Mi Wen;Chen Wang;Lina Ling
79 一种物联网环境下的分布式异常流量检测方案 期刊论文 丁庆丰;李晋国
80 An Adversarial Attack Based on Incremental Learning Techniques for Unmanned in 6G Scenes 期刊论文 Lv Huanhuan;Wen Mi;Lu Rongxing;Li Jinguo
81 一种适用于近似计算电路可靠性分析方法及系统 专利 王真;王勇;温蜜
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