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1. GRAIN: Graph neural network and reinforcement learning aided causality discovery for multi-step attack scenario reconstruction NSTL国家科技图书文献中心

Fengrui Xiao |  Shuangwu Chen... -  《Computers & Security》 - 2025,148(Jan.) - 104180.1~104180.15 - 共15页

摘要:Correlating individual alerts to reconstruct attack scenarios has become a critical issue in identifying multi-step attack paths. Most of existing reconstruction approaches depend on external expertis...
关键词: Multi-step attack scenario reconstruction |  Alert-driven analysis |  Causality discovery |  Graph neural network |  Reinforcement learning

2. LogGraph: Log Event Graph Learning Aided Robust Fine-Grained Anomaly Diagnosis NSTL国家科技图书文献中心

Jiangming Li |  Huasen He... -  《IEEE transactions on dependable and secure computing》 - 2024,21(4) - 1876~1889 - 共14页

摘要:Anomaly diagnosis relying on system logs to record runtime events is essential for improving the service quality of distributed systems and reducing economic losses. However, most existing log-based a...
关键词: Anomaly detection |  Semantics |  Concurrent computing |  Logic gates |  Graph neural networks |  Support vector machines |  Robustness

3. Towards Beam Hopping and Power Allocation in Multi-Beam Satellite Systems With Parameterized Reinforcement Learning NSTL国家科技图书文献中心

Yongyi Ran |  Feng Tan... -  《IEEE Transactions on Vehicular Technology》 - 2024,73(9) - 14050~14055 - 共6页

摘要:The simultaneous optimisation of beam hopping and power allocation is a crucial technique for enhancing the performance of Multi-Beam Satellite (MBS) systems. However, the previous joint optimisation ...
关键词: Resource management |  Satellites |  Throughput |  Optimization |  Propagation losses |  Downlink |  Vectors

4. Virtual Metrology Based on Graph Convolutional Neural Network for Semiconductor PVD Process NSTL国家科技图书文献中心

Longfei Zhou |  Dong Jin... -  《2024 5th International Conference on Artificial Intelligence and Electromechanical Automation》 -  International Conference on Artificial Intelligence and Electromechanical Automation - 2024, - 1053~1058 - 共6页

摘要:Physical Vapor Deposition (PVD) is a critical technique extensively utilized to deposit thin films onto semiconductor wafers. The thickness of films is a crucial metric that needs to be measured for a...
关键词: Semiconductor device modeling |  Semiconductor device measurement |  Films |  Production |  Metrology |  Physical vapor deposition |  Sensors |  Convolutional neural networks |  Markov random fields |  Thickness measurement

5. Inter-Satellite Link Re-Planning Algorithm under Link Failures of LEO Satellite Constellations NSTL国家科技图书文献中心

Kaixin Chen |  Yongyi Ran... -  《2024 IEEE 100th Vehicular Technology Conference》 -  IEEE Vehicular Technology Conference - 2024, - 1~6 - 共6页

摘要:The Low Earth Orbit (LEO) satellite constellation has been recognized as an important component of the future 6G network. However, due to the high-speed movement of LEO satellites and the potential fo...
关键词: 6G mobile communication |  Satellite constellations |  Vehicular and wireless technologies |  Satellites |  Costs |  Low earth orbit satellites |  Switches |  Deep reinforcement learning |  Optimization |  Satellite communications

6. Deep Reinforcement Learning Based Routing for Non-Cooperative Multi-Flow Games in Dynamic AANETs NSTL国家科技图书文献中心

Huasen He |  Kaixuan Sun... -  《IEEE Transactions on Vehicular Technology》 - 2024,73(12) - 19495~19510 - 共16页

摘要:Aeronautical Ad hoc Networks (AANETs) have been identified as pivotal constituents of the Next Generation Wireless Communication Network (NGWCN), courtesy of their ability to facilitate global coverag...
关键词: Routing |  Bandwidth |  Heuristic algorithms |  Game theory |  Aircraft |  Vehicle dynamics |  Channel allocation |  Ad hoc networks |  Markov processes

7. LinkGuard: Link Flooding Attack Detection and Mitigation via Spatio-Temporal Graph Convolutional Network NSTL国家科技图书文献中心

Siyu Cheng |  Dong Jin... -  《IEEE Transactions on Network Science and Engineering》 - 2024,11(5) - 4059~4075 - 共17页

摘要:Link Flooding Attack (LFA) is a new genre of DDoS attacks that aims to isolate the target area by paralyzing the critical links. To defend against LFA, we propose a novel LFA detection and mitigation ...
关键词: Degradation |  Chatbots |  Monitoring |  Bandwidth |  Training |  Traffic control |  Floods

8. DCScaler: Spatiotemporal Prediction Aided Distributed Collaborative Autoscaling of Microservices NSTL国家科技图书文献中心

Jiangming Li |  Sen Li... -  《2024 IEEE 10th International Conference on Edge Computing and Scalable Cloud》 -  IEEE International Conference on Cyber Security and Cloud Computing |  IEEE International Conference on Edge Computing and Scalable Cloud - 2024, - 42~47 - 共6页

摘要:Abstract- The autoscaling function dynamically adjusts the resource configuration of microservice applications in response to workload changes, thereby ensuring service quality. However, designing an ...
关键词: Measurement |  Training |  Fluctuations |  Microservice architectures |  Collaboration |  Deep reinforcement learning |  Spatiotemporal phenomena

9. MySQL-Pot: A LLM-Based Honeypot for MySQL Threat Protection NSTL国家科技图书文献中心

Yuqi Hu |  Siyu Cheng... -  《2024 9th International Conference on Big Data Analytics》 -  International Conference on Big Data Analytics - 2024, - 227~232 - 共6页

摘要:Traditional network defense techniques such as firewalls and intrusion detection systems [1] primarily involve passive defense, which often struggles to effectively counter the omnipresent and ever-ev...
关键词: Structured Query Language |  Protocols |  Firewalls (computing) |  Databases |  Large language models |  Intrusion detection |  Big Data

10. Onboard Processing-Aided Transmission Delay Minimization for LEO Satellite Networks NSTL国家科技图书文献中心

Huasen He |  Wenke Yuan... -  《IEEE Transactions on Communications》 - 2024,72(11) - 7047~7062 - 共16页

摘要:Low Earth Orbit Satellite Networks (LEO-SNs) have emerged as a promising paradigm for future space information networks. However, the time-varying topology, link intermittency, limited onboard resourc...
关键词: Delays |  Satellites |  Routing |  Resource management |  Satellite broadcasting |  Low earth orbit satellites |  Throughput
检索条件作者:Shuangwu Chen
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