MILCOM 2019 - 2019 IEEE Military Communications Conference (MILCOM)最新文献_第6页

Rumor Detection on Time-Series of Tweets via Deep Learning 基于深度学习的推文时间序列谣言检测

MILCOM 2019 - 2019 IEEE Military Communications Conference (MILCOM) Pub Date : 2019-11-01 DOI: 10.1109/MILCOM47813.2019.9020895

C. M. M. Kotteti, Xishuang Dong, Lijun Qian

引用次数: 7

P4-Based Hybrid Error Control Booster Providing New Design Tradeoffs in Wireless Networks 基于p4的混合误差控制增强器在无线网络中提供新的设计权衡

MILCOM 2019 - 2019 IEEE Military Communications Conference (MILCOM) Pub Date : 2019-11-01 DOI: 10.1109/MILCOM47813.2019.9020724

A. McAuley, Y. Gottlieb, L. Kant, John Lee, A. Poylisher

引用次数: 3

An Effective Load Balanced Controller Placement Approach in Software-Defined WANs 软件定义广域网中一种有效的负载均衡控制器布局方法

MILCOM 2019 - 2019 IEEE Military Communications Conference (MILCOM) Pub Date : 2019-11-01 DOI: 10.1109/MILCOM47813.2019.9020804

Ning Cai, Yanni Han, Y. Ben, W. An, Zhen Xu

{"title":"An Effective Load Balanced Controller Placement Approach in Software-Defined WANs","authors":"Ning Cai, Yanni Han, Y. Ben, W. An, Zhen Xu","doi":"10.1109/MILCOM47813.2019.9020804","DOIUrl":"https://doi.org/10.1109/MILCOM47813.2019.9020804","url":null,"abstract":"Wide Area Networks (WANs) are widely used in various fields such as business, education, government and military. The traditional network management of WANs has been difficult to meet the requirements of network development. Software-Defined Networking (SDN), a new network architecture with the concept of the separation between control and forwarding and centralized management, provides a practical solution for the efficient management of WANs. A Software-Defined WAN (SD-WAN) is usually deployed with multiple controllers due to the requirements of delay, scalability and reliability. The controller placement is a significant issue in a SD-WAN. In the literature, many approaches focus on reducing the delay between switches and controllers. However, these approaches may lead to load imbalance among controllers, which would have a negative impact on the performance and reliability of the network. In this paper, we define the load balanced controller placement problem, whose objective is to reduce the average delay between switches and controllers while maintaining load balance among controllers. And we propose an effective controller placement approach based on topological potential and minimum-cost flow to solve this problem. Extensive simulations on various real WAN topologies verify that our controller placement approach can effectively reduce the delay between switches and controllers and maintain good load balance among controllers. Our approach can also reduce the number of required controllers to avoid overload.","PeriodicalId":371812,"journal":{"name":"MILCOM 2019 - 2019 IEEE Military Communications Conference (MILCOM)","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133980741","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 5

Managing Video Streaming in Tactical Networks 管理视频流战术网络

MILCOM 2019 - 2019 IEEE Military Communications Conference (MILCOM) Pub Date : 2019-11-01 DOI: 10.1109/MILCOM47813.2019.9020937

Roberto Fronteddu, Daniel Duran, Adrien Moucheboeuf, Rita Lenzi, A. Morelli, Niranjan Suri

引用次数: 1

AWS-3 Interference Mitigation: Improving Spectrum Sharing with LTE & 5G Uplink Spectrum Control AWS-3干扰缓解:通过LTE和5G上行频谱控制改善频谱共享

MILCOM 2019 - 2019 IEEE Military Communications Conference (MILCOM) Pub Date : 2019-11-01 DOI: 10.1109/MILCOM47813.2019.9020877

H. McDonald, Joy Cantalupo, M. DiFrancisco, A. Rennier, Darcy Swain-Walsh, J. Correia, V. Ramaswamy, Cameron Patterson

{"title":"AWS-3 Interference Mitigation: Improving Spectrum Sharing with LTE & 5G Uplink Spectrum Control","authors":"H. McDonald, Joy Cantalupo, M. DiFrancisco, A. Rennier, Darcy Swain-Walsh, J. Correia, V. Ramaswamy, Cameron Patterson","doi":"10.1109/MILCOM47813.2019.9020877","DOIUrl":"https://doi.org/10.1109/MILCOM47813.2019.9020877","url":null,"abstract":"This paper describes an interference mitigation technique known as Long Term Evolution (LTE) Uplink (UL) Frequency Avoidance (UFA). To mitigate interference LTE base stations can be configured in such a way as to force User Equipment (UE)s communicating with that base station to avoid transmitting in the passband of narrow-band victim receivers that share the same band. The UFA mechanisms include features for allocating uplink assignments within a cell sector (known colloquially as “notching”) and a second technique where the LTE block size is limited, known as Scalable Carrier Bandwidth Reduction (SCBR). The UFA techniques have been evaluated in the laboratory [1], and criteria for its use in the AWS-3 Coordination Request (CR) process have been defined. This paper describes the mechanisms to accomplish UFA within commercial grade LTE base station equipment (evolved Node B (eNodeB or eNB) and the approach to modeling the resulting emissions for interference analysis. The paper also describes how the same technique could be used in 5G networks and addresses the potential use of this technique to prevent “self-interference” by DoD tactical communications systems in constrained, congested, and contested environments where DoD deploys 4G (LTE) and 5G Radio Access Network (RAN) technologies.","PeriodicalId":371812,"journal":{"name":"MILCOM 2019 - 2019 IEEE Military Communications Conference (MILCOM)","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114774289","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

On the Use of Cyber Threat Intelligence (CTI) in Support of Developing the Commander's Understanding of the Adversary 关于使用网络威胁情报(CTI)支持发展指挥官对对手的理解

MILCOM 2019 - 2019 IEEE Military Communications Conference (MILCOM) Pub Date : 2019-11-01 DOI: 10.1109/MILCOM47813.2019.9020852

Manisha Parmar, Alberto Domingo

{"title":"On the Use of Cyber Threat Intelligence (CTI) in Support of Developing the Commander's Understanding of the Adversary","authors":"Manisha Parmar, Alberto Domingo","doi":"10.1109/MILCOM47813.2019.9020852","DOIUrl":"https://doi.org/10.1109/MILCOM47813.2019.9020852","url":null,"abstract":"Cyber Threat Intelligence (CTI) is a rapidly developing field which has evolved in direct response to exponential growth in cyber related crimes and attacks. CTI supports Communication and Information System (CIS)Security in order to bolster defenses and aids in the development of threat models that inform an organization's decision making process. In a military organization like NATO, CTI additionally supports Cyberspace Operations by providing the Commander with essential intelligence about the adversary, their capabilities and objectives while operating in and through cyberspace. There have been many contributions to the CTI field; a noteworthy contribution is the ATT&CK® framework by the Mitre Corporation. ATT&CK® contains a comprehensive list of adversary tactics and techniques linked to custom or publicly known Advanced Persistent Threats (APT) which aids an analyst in the characterization of Indicators of Compromise (IOCs). The ATT&CK® framework also demonstrates possibility of supporting an organization with linking observed tactics and techniques to specific APT behavior, which may assist with adversary characterization and identification, necessary steps towards attribution. The NATO Allied Command Transformation (ACT) and the NATO Communication and Information Agency (NCI Agency) have been experimenting with the use of deception techniques (including decoys) to increase the collection of adversary related data. The collected data is mapped to the tactics and techniques described in the ATT&CK® framework, in order to derive evidence to support adversary characterization; this intelligence is pivotal for the Commander to support mission planning and determine the best possible multi-domain courses of action. This paper describes the approach, methodology, outcomes and next steps for the conducted experiments.","PeriodicalId":371812,"journal":{"name":"MILCOM 2019 - 2019 IEEE Military Communications Conference (MILCOM)","volume":"76 3","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134092321","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 10

Optimizing Drone Deployment for Cellular Communication Coverage During Crowded Events 优化无人机部署蜂窝通信覆盖在拥挤的事件

MILCOM 2019 - 2019 IEEE Military Communications Conference (MILCOM) Pub Date : 2019-11-01 DOI: 10.1109/MILCOM47813.2019.9020748

Chérifa Boucetta, Aicha Dridi, Hassine Moungla, H. Afifi, A. Kamal

引用次数: 6

Dandelion: A Novel, High-Level Programming System for Software Defined Coalitions with Local State Sharing 蒲公英:一种新颖的高级编程系统，用于具有局部状态共享的软件定义联盟

MILCOM 2019 - 2019 IEEE Military Communications Conference (MILCOM) Pub Date : 2019-11-01 DOI: 10.1109/MILCOM47813.2019.9020886

Xin Wang, Qiao Xiang, J. Tucker, V. Mishra, Y. Yang

{"title":"Dandelion: A Novel, High-Level Programming System for Software Defined Coalitions with Local State Sharing","authors":"Xin Wang, Qiao Xiang, J. Tucker, V. Mishra, Y. Yang","doi":"10.1109/MILCOM47813.2019.9020886","DOIUrl":"https://doi.org/10.1109/MILCOM47813.2019.9020886","url":null,"abstract":"Integrating software defined networking into military coalition to realize a software defined coalition (SDC) infrastructure is non-trivial due to the stringent requirements (e.g., real-time, efficiency and reliability) of SDC applications in highly dynamic tactical network environments. Recent designed SDC datapaths improve the performance of SDC applications by offloading complex, stateful operations from the SDC control plane to data plane devices. However, they have two limitations. First, results of offloaded operations (referred to as local state) are not shared between data plane devices, resulting in substantial performance issues in SDC networks. Second, configuring low-level SDC datapaths is time-consuming and error-prone. To address these two issues, in this paper, we design Dandelion, a novel, high-level SDC programming system that allows users to specify the behavior of SDC data plane devices and the datapath configurations can be automatically generated with the local state sharing to efficiently utilize the network resources. We implement a prototype of Dandelion and demonstrate its efficiency and efficacy using experiments. Results show that with Dandelion, the total throughput is two times higher than that of without Dandelion.","PeriodicalId":371812,"journal":{"name":"MILCOM 2019 - 2019 IEEE Military Communications Conference (MILCOM)","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116126129","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Anomaly Detection with Graph Convolutional Networks for Insider Threat and Fraud Detection 基于图卷积网络的内部威胁和欺诈异常检测

MILCOM 2019 - 2019 IEEE Military Communications Conference (MILCOM) Pub Date : 2019-11-01 DOI: 10.1109/MILCOM47813.2019.9020760

Jianguo Jiang, Jiuming Chen, Tianbo Gu, K. Choo, Chao Liu, Min Yu, Wei-qing Huang, P. Mohapatra

{"title":"Anomaly Detection with Graph Convolutional Networks for Insider Threat and Fraud Detection","authors":"Jianguo Jiang, Jiuming Chen, Tianbo Gu, K. Choo, Chao Liu, Min Yu, Wei-qing Huang, P. Mohapatra","doi":"10.1109/MILCOM47813.2019.9020760","DOIUrl":"https://doi.org/10.1109/MILCOM47813.2019.9020760","url":null,"abstract":"Anomaly detection generally involves the extraction of features from entities' or users' properties, and the design of anomaly detection models using machine learning or deep learning algorithms. However, only considering entities' property information could lead to high false positives. We posit the importance of also considering connections or relationships between entities in the detecting of anomalous behaviors and associated threat groups. Therefore, in this paper, we design a GCN (graph convolutional networks) based anomaly detection model to detect anomalous behaviors of users and malicious threat groups. The GCN model could characterize entities' properties and structural information between them into graphs. This allows the GCN based anomaly detection model to detect both anomalous behaviors of individuals and associated anomalous groups. We then evaluate the proposed model using a real-world insider threat data set. The results show that the proposed model outperforms several state-of-art baseline methods (i.e., random forest, logistic regression, SVM, and CNN). Moreover, the proposed model can also be applied to other anomaly detection applications.","PeriodicalId":371812,"journal":{"name":"MILCOM 2019 - 2019 IEEE Military Communications Conference (MILCOM)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130304984","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 68

Framework for Interoperable Command & Control of Joint Electromagnetic Spectrum Operations 联合电磁频谱作战的互操作指挥与控制框架

MILCOM 2019 - 2019 IEEE Military Communications Conference (MILCOM) Pub Date : 2019-11-01 DOI: 10.1109/MILCOM47813.2019.9020957

Yuriy Posherstnik, Edward Rocky Rocksvald, Bill Lussier, Mike Makowski

{"title":"Framework for Interoperable Command & Control of Joint Electromagnetic Spectrum Operations","authors":"Yuriy Posherstnik, Edward Rocky Rocksvald, Bill Lussier, Mike Makowski","doi":"10.1109/MILCOM47813.2019.9020957","DOIUrl":"https://doi.org/10.1109/MILCOM47813.2019.9020957","url":null,"abstract":"To effectively command and control (C2) joint operations in any domain, a force must be able to understand, plan, decide, direct, and monitor operations; often simultaneously. This is especially applicable to command and control of joint operations in the electromagnetic spectrum (EMS) maneuver space, which affects all domains and military operations. This paper proposes a framework for enabling interoperability amongst systems that support C2. The proposed framework is a combination of six architecture viewpoints (i.e., Capabilities, Operational Activities, Services, Systems, Data, and Standards), combined with a standardized organizational construct that applies across the architecture viewpoints. Together, these elements enable interoperable C2 for any domain by defining a common set of capabilities, activities, systems, services, rules, and standards. This paper defines the framework components, and presents the application of the framework to the C2 of joint EMS operations. This paper lays out the method and approach taken to identify, describe, and diagram the critical elements of C2, as well as important observations and lessons learned that could apply to the C2 of operations in any domain.","PeriodicalId":371812,"journal":{"name":"MILCOM 2019 - 2019 IEEE Military Communications Conference (MILCOM)","volume":"105 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127153619","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0