2021 International Conference on Military Communication and Information Systems (ICMCIS)最新文献

Mobile cyber defense agents for low throughput DNS-based data exfiltration detection in military networks 军用网络低吞吐量基于dns的数据泄露检测移动网络防御代理

2021 International Conference on Military Communication and Information Systems (ICMCIS) Pub Date : 2021-05-04 DOI: 10.1109/ICMCIS52405.2021.9486400

T. Aurisch, Paula Caballero Chacón, Andreas Jacke

引用次数: 3

5G for deployable and maritime communications 5G用于可部署和海上通信

2021 International Conference on Military Communication and Information Systems (ICMCIS) Pub Date : 2021-05-04 DOI: 10.1109/ICMCIS52405.2021.9486397

G. Capela, Warren Low, Luis Bastos

{"title":"5G for deployable and maritime communications","authors":"G. Capela, Warren Low, Luis Bastos","doi":"10.1109/ICMCIS52405.2021.9486397","DOIUrl":"https://doi.org/10.1109/ICMCIS52405.2021.9486397","url":null,"abstract":"Mission networks in support of NATO expeditionary and maritime operations demand high capacity and reliable, yet easy to deploy and operate, communication solutions. Emerging 5G technologies towards IMT–2020 vision are poised to push the technology limits and enable new applications in many industry verticals and the military is no exception. ACT and NCI Agency have been investigating the potential of 5G technologies for military applications and have identified a number of scenarios where 5G technologies could bring an advantage to the warfighter. This paper describes in detail prominent deployable headquarter and maritime scenarios – its operational context and unique challenges –, where existing or close-to-market 5G technologies could be utilized and be advantageous. It then proposes a way forward for an experimental proof of concept to assert technology readiness, adequacy of the envisaged implementation concept and identification of associated challenges. The outcomes of the experimental proof of concept and subsequent analyses are expected to inform NATO decision makers on both the potential and limitations of 5G technologies, whether NATO and nations decide or not to adopt it to the existing toolset of wireless technologies.","PeriodicalId":246290,"journal":{"name":"2021 International Conference on Military Communication and Information Systems (ICMCIS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130605464","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: 4

A Status Update on Quantum Safe Cryptography 量子安全密码学研究进展

2021 International Conference on Military Communication and Information Systems (ICMCIS) Pub Date : 2021-05-04 DOI: 10.1109/ICMCIS52405.2021.9486413

Martin Strand

引用次数: 1

A Multimodal Mixed Reality Data Exploration Framework for Tactical Decision Making 面向战术决策的多模态混合现实数据探索框架

2021 International Conference on Military Communication and Information Systems (ICMCIS) Pub Date : 2021-05-04 DOI: 10.1109/ICMCIS52405.2021.9486422

Tim Mittermeier, Matthias T. Frank, Sabine Ullrich, G. Rodosek, Michaela Geierhos

引用次数: 0

Information Bottleneck Message Passing for Military Applications 军事应用中的信息瓶颈消息传递

2021 International Conference on Military Communication and Information Systems (ICMCIS) Pub Date : 2021-05-04 DOI: 10.1109/ICMCIS52405.2021.9486405

J. Lewandowsky, M. Adrat, G. Bauch

{"title":"Information Bottleneck Message Passing for Military Applications","authors":"J. Lewandowsky, M. Adrat, G. Bauch","doi":"10.1109/ICMCIS52405.2021.9486405","DOIUrl":"https://doi.org/10.1109/ICMCIS52405.2021.9486405","url":null,"abstract":"Military communication systems naturally have strong requirements concerning the reliability and the robustness of their physical layer data transmission schemes. Modern channel coding and modulation schemes can meet these requirements in general, but their detection and decoding at the receiving end requires complex and power demanding high-precision implementations of digital algorithms, which are often not suitable for military applications. This motivates to explore novel techniques to build simple detection and decoding algorithms with good performance. In this article, we present novel results on the recent idea of using a machine learning framework termed the Information Bottleneck method to replace demanding implementations of the sum-product algorithm with very simple quantized message passing schemes. We provide a novel explanation, which links the Information Bottleneck decoder processing to the sum-product algorithm. Moreover, we present a novel Information Bottleneck demodulation scheme for quadrature amplitude modulation and discuss special advantages of the Information Bottleneck system design approach for military applications.","PeriodicalId":246290,"journal":{"name":"2021 International Conference on Military Communication and Information Systems (ICMCIS)","volume":"19 2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125772093","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

Novel Multi-Parameter based Rate-Matching of Polar Codes 一种新的基于多参数的极化码速率匹配方法

2021 International Conference on Military Communication and Information Systems (ICMCIS) Pub Date : 2021-05-04 DOI: 10.1109/ICMCIS52405.2021.9486401

Souradip Saha, M. Adrat

{"title":"Novel Multi-Parameter based Rate-Matching of Polar Codes","authors":"Souradip Saha, M. Adrat","doi":"10.1109/ICMCIS52405.2021.9486401","DOIUrl":"https://doi.org/10.1109/ICMCIS52405.2021.9486401","url":null,"abstract":"Polar codes have garnered a lot of attention from the scientific community owing to their low-complexity implementation and provably capacity achieving capability. They have been proposed to be used in 5G networks. However, the conventional approach of channel polarization introduced by Arikan in [1], can be used to design only codewords of length N = 2n, which is a major limitation when codewords of length N ≠ 2n are required. To perform rate-matching for such codeword lengths, using non-2×2 circuit kernels or resizing techniques (upsizing or downsizing) are the solutions. As per the technical specifications of 3GPP 5G NR standardization document [2], a unique threshold coderate value is used to determine whether puncturing or shortening should be used for downsizing polar codes, which although being plausibly optimal for the system configurations in [2], might be sub-optimal over a wider range of design parameter settings. In this paper, we introduce a novel downsizing type-selection (DTS) parameter which takes into account codeword length, coderate, effect of polarization and number of downsized bits, to determine the preferable method for downsizing polar codes.","PeriodicalId":246290,"journal":{"name":"2021 International Conference on Military Communication and Information Systems (ICMCIS)","volume":"51 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"113937060","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: 2

Quantum Computing for Military Applications 量子计算的军事应用

2021 International Conference on Military Communication and Information Systems (ICMCIS) Pub Date : 2021-05-04 DOI: 10.1109/ICMCIS52405.2021.9486419

N. Neumann, Maran P. P. van Heesch, F. Phillipson, Antoine A. P. Smallegange

引用次数: 4

Tactical information aggregation 战术信息聚合

2021 International Conference on Military Communication and Information Systems (ICMCIS) Pub Date : 2021-05-04 DOI: 10.1109/ICMCIS52405.2021.9486412

Sebastian Stucken, Fahrettin Gökgöz, Hans-Christian Schmitz

引用次数: 1

Preliminary results of OLSR based MANET routing algorithms: OLSRd2-Qx reinforcement learning agents and ODRb 基于OLSR的MANET路由算法的初步结果:OLSRd2-Qx强化学习代理和ODRb

2021 International Conference on Military Communication and Information Systems (ICMCIS) Pub Date : 2021-05-04 DOI: 10.1109/ICMCIS52405.2021.9486409

Y. Maret, J. Wagen, M. Raza, Junyuan Wang, N. Bessis, F. Legendre

{"title":"Preliminary results of OLSR based MANET routing algorithms: OLSRd2-Qx reinforcement learning agents and ODRb","authors":"Y. Maret, J. Wagen, M. Raza, Junyuan Wang, N. Bessis, F. Legendre","doi":"10.1109/ICMCIS52405.2021.9486409","DOIUrl":"https://doi.org/10.1109/ICMCIS52405.2021.9486409","url":null,"abstract":"In MANETs, congestion typically occurs on the interconnecting nodes between two or more groups of nodes. Routing to avoid the congested nodes via alternate, perhaps longer paths, allows more throughput, e.g., 50% more in the canonical 9-node 2-ring scenario. OLSR-Q is based on the routing protocol OLSR and a reinforcement learning (RL) agent to learn the most appropriate link states or \"Directional Air Time\" metric to avoid the congested nodes. The challenges for the RL agent are (1) to avoid congestion before packets are dropped and (2) to minimize the number of real valued or discrete observations or states. In this paper, three simplified OLSRd2-Qx versions are presented and compared to OLSRd2 and a centralized ODRb, Omniscient Dijkstra Routing-balanced, algorithm. The proposed OLSRd2-Qload algorithm provides the expected 50% increase in throughput on the 9-node 2-ring scenario with a specific test traffic scenario. On the NATO IST-124 Anglova scenario, and using an acknowledged message application, the Q-learning agents remain to be improved. The superior results of the centralized load balancing approach taken in ODRb will be investigated to train multi-agents systems including OLSR-Q.","PeriodicalId":246290,"journal":{"name":"2021 International Conference on Military Communication and Information Systems (ICMCIS)","volume":"119 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123251607","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: 3

Cyber Intrusion Detection using Natural Language Processing on Windows Event Logs 基于Windows事件日志的自然语言处理网络入侵检测

2021 International Conference on Military Communication and Information Systems (ICMCIS) Pub Date : 2021-05-04 DOI: 10.1109/ICMCIS52405.2021.9486307

Kai Steverson, Caleb Carlin, Jonathan Mullin, Metin B. Ahiskali

引用次数: 3