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Software defined networking architecture augmented with Artificial Intelligence to improve aeronautical communications performance, security and efficiency

Rezultaty

Dissemination and communication Plan

Dissemination and communication Plan update

Functional architecture definition for end-to-end network optimization control loops using machine learning

Functional architecture definition for endtoend network optimization control loops using machine learning

Report on SINAPSE intelligent security platform v1 – AI-based security ML algorithm

Report on SINAPSE intelligent security platform v1 – AI-based security ML algorithm

Solution consolidated design report

this report provides a consolidated design of an SDN based network architecture augmented with AI this document will also include requirements analysis considering safety performance and security aspect and the proposed system design

PMP

provides details view about the project tasks, deliverables outputs, milestones and schedule in addition to the communication and dissemination plans.

AI in support of ATS datalink performance

Analysis report

Data Management Plan

describes how the data collected or generated will be handled during and after the SINAPSE project, describes which standards and methodology for data collection and generation will be followed, and whether and how data will be shared

Exploitation roadmap

this report provides the exploitation roadmap per partner detailing goals and means the dissemination strategies and planned activities while identifying the expected impact

Report on SINAPSE intelligent security platform v2 - Functional Architecture Definition

Report on SINAPSE intelligent security platform v2 Functional Architecture Definition

AI in support of end-to-end ATM-grade network optimization

Analysis report

Dissemination Register

Final version of the dissemination register (T0+24 & update at T0+30)

Project Final Results Report

Final Results of the project

Operational, security and safety preliminary requirements analysis

this report provides applicable operational, security and safety requirements that need to be considered in the solution design, it also includes a preliminary requirements analysis.

Initial Dissemination and communication Plan

Initial Dissemination and Communication Plan in alignment with D6.1 PMP.

Functional Architecture Definition for AI-SDN in support of Datalink ATS Performance

Functional Architecture Definition for AISDN in support of Datalink ATS Performance

Project Open data

Update the Data Management Plan DMP to point out project open data and deposit these data in an open research data repository eg openaire This update provides related information and identify or provide the tools needed to use the raw data to validate the SINAPSE research eg dataset used to benchmark and validate security algorithms produced scientific papers etc

Publikacje

Metaheuristic Approaches to the Joint Controller and Gateway Placement in 5G-Satellite SDN Networks

Autorzy: Doanh Kim Luong; Yim-Fun Hu; Jian-Ping Li; Muhammad Ali
Opublikowane w: 2020
Wydawca: IEEE
DOI: 10.1109/icc40277.2020.9149373

Machine Learning to Support the Optimization of ATM-Grade Networks

Autorzy: Richard Bogad; Peter Leydold; Jasmina Surlan; Dieter Eier
Opublikowane w: 2022
Wydawca: Frequentis
DOI: 10.1109/icns54818.2022.9771516

Adversarial Attacks on AI based Intrusion Detection System for Heterogeneous Wireless Communications Networks

Autorzy: Muhammad Ali, Yim-Fun Hu, Doanh Kim Luong, George Oguntala, Jian-Ping Li, Kanaan Abdo
Opublikowane w: 2020 AIAA/IEEE 39th Digital Avionics Systems Conference (DASC), 2020, Page(s) 1-6, ISBN 978-1-7281-9825-5
Wydawca: IEEE
DOI: 10.1109/dasc50938.2020.9256597

An AI based Approach to Secure SDN Enabled Future Avionics Communications Network Against DDoS Attacks

Autorzy: Muhammad Ali; Fouad Benamrane; Doanh Kim Luong; Yim-Fun Hu; Jian-Ping Li; Kanaan Abdo
Opublikowane w: 2020
Wydawca: IEEE Xplore
DOI: 10.1109/dasc43569.2019.9081639

Signal Classification for Safety Critical Aeronautical Communications for Anti-Jamming using Artificial Intelligence

Autorzy: Rameez Asif; Yim-Fun Hu; Muhammad Ali; Jian-Ping Li; Kanaan Abdo
Opublikowane w: 2021
Wydawca: IEEE Xplore
DOI: 10.1109/dasc52595.2021.9594496

Bandwidth Management in Avionic Networks based on SDN Paradigm and ML Techniques

Autorzy: Fouad Benamrane; Muhammad Ali; Doanh Kim Luong; Yim-Fun Hu; Jian-Ping Li; Kanaan Abdo
Opublikowane w: 2019
Wydawca: IEEE
DOI: 10.1109/dasc43569.2019.9081746

Seamless handover in SDN-Based Future Avionics Networks with Network Coding and LISP Mobility Protocol

Autorzy: Doanh Kim Luong; Yim-Fun Hu; Jian-Ping Li; Muhammad Ali; Fouad Benamrane; Kanaan Abdo
Opublikowane w: 2019, ISBN 978-1-7281-0649-6
Wydawca: IEEE
DOI: 10.1109/dasc43569.2019.9081615

SDN Augmented Network Management For Future Avionics Communications Network

Autorzy: Muhammad Ali; Yim-Fun Hu; Doanh-Kim Luong; Rameez Asif; Kanaan Abdo
Opublikowane w: 2021
Wydawca: IEEE Xplore
DOI: 10.1109/dasc52595.2021.9594484

Traffic-aware Dynamic Controller Placement using AI techniques in SDN-based aeronautical networks

Autorzy: Doanh Kim Luong; Yim-Fun Hu; Jian-Ping Li; Fouad Benamrane; Muhammad Ali; Kanaan Abdo
Opublikowane w: 2019, ISSN 2155-7195
Wydawca: IEEE
DOI: 10.1109/dasc43569.2019.9081810

Physical layer security in wireless HetNets avionics and satellite communication systems

Autorzy: Rameez Asif 1 ; Muhammad Ali 1 ; Yim-Fun Hu 1 ; George Oguntala 2
Opublikowane w: 2021, ISBN 9781839533211
Wydawca: IET Digitial Library
DOI: 10.1049/sbra545e

Simulated Annealing-Based Multilink Selection Algorithm in SDN-Enabled Avionic Networks

Autorzy: Doanh Kim Luong; Muhammad Ali; Yim Fun Hu; Jian Ping Li; Rameez Asif; Kanaan Abdo
Opublikowane w: Network Selection for Avionic Networks, 2021, ISSN 2169-3536
Wydawca: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2021.3121622

Seamless handover for video streaming over an SDN-based Aeronautical Communications Network

Autorzy: Doanh Kim Luong, Muhammad Ali, Fouad Benamrane, Ibrahim Ammar, Yim-Fun Hu
Opublikowane w: ACM SIGMETRICS Performance Evaluation Review, 2019, ISSN 0163-5999
Wydawca: Association for Computing Machinery New York, NY, United States
DOI: 10.1145/3308897.3308943

Predicting Provider Abort in Controller-Pilot Data Link Communications (CPDLC)

Autorzy: Eliot Vignaud; Kanaan Abdo
Opublikowane w: Predicting Provider Abort in Controller-Pilot Data Link Communications (CPDLC), 2022
Wydawca: ALTYS Technologies
DOI: 10.5281/zenodo.6555813

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