Deliverables Documents, reports (13) 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 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) 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 Open Research Data Pilot (1) 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 Publications Conference proceedings (9) Metaheuristic Approaches to the Joint Controller and Gateway Placement in 5G-Satellite SDN Networks Author(s): Doanh Kim Luong; Yim-Fun Hu; Jian-Ping Li; Muhammad Ali Published in: 2020 Publisher: IEEE DOI: 10.1109/icc40277.2020.9149373 Machine Learning to Support the Optimization of ATM-Grade Networks Author(s): Richard Bogad; Peter Leydold; Jasmina Surlan; Dieter Eier Published in: 2022 Publisher: Frequentis DOI: 10.1109/icns54818.2022.9771516 Adversarial Attacks on AI based Intrusion Detection System for Heterogeneous Wireless Communications Networks Author(s): Muhammad Ali, Yim-Fun Hu, Doanh Kim Luong, George Oguntala, Jian-Ping Li, Kanaan Abdo Published in: 2020 AIAA/IEEE 39th Digital Avionics Systems Conference (DASC), 2020, Page(s) 1-6, ISBN 978-1-7281-9825-5 Publisher: IEEE DOI: 10.1109/dasc50938.2020.9256597 An AI based Approach to Secure SDN Enabled Future Avionics Communications Network Against DDoS Attacks Author(s): Muhammad Ali; Fouad Benamrane; Doanh Kim Luong; Yim-Fun Hu; Jian-Ping Li; Kanaan Abdo Published in: 2020 Publisher: IEEE Xplore DOI: 10.1109/dasc43569.2019.9081639 Signal Classification for Safety Critical Aeronautical Communications for Anti-Jamming using Artificial Intelligence Author(s): Rameez Asif; Yim-Fun Hu; Muhammad Ali; Jian-Ping Li; Kanaan Abdo Published in: 2021 Publisher: IEEE Xplore DOI: 10.1109/dasc52595.2021.9594496 Bandwidth Management in Avionic Networks based on SDN Paradigm and ML Techniques Author(s): Fouad Benamrane; Muhammad Ali; Doanh Kim Luong; Yim-Fun Hu; Jian-Ping Li; Kanaan Abdo Published in: 2019 Publisher: IEEE DOI: 10.1109/dasc43569.2019.9081746 Seamless handover in SDN-Based Future Avionics Networks with Network Coding and LISP Mobility Protocol Author(s): Doanh Kim Luong; Yim-Fun Hu; Jian-Ping Li; Muhammad Ali; Fouad Benamrane; Kanaan Abdo Published in: 2019, ISBN 978-1-7281-0649-6 Publisher: IEEE DOI: 10.1109/dasc43569.2019.9081615 SDN Augmented Network Management For Future Avionics Communications Network Author(s): Muhammad Ali; Yim-Fun Hu; Doanh-Kim Luong; Rameez Asif; Kanaan Abdo Published in: 2021 Publisher: IEEE Xplore DOI: 10.1109/dasc52595.2021.9594484 Traffic-aware Dynamic Controller Placement using AI techniques in SDN-based aeronautical networks Author(s): Doanh Kim Luong; Yim-Fun Hu; Jian-Ping Li; Fouad Benamrane; Muhammad Ali; Kanaan Abdo Published in: 2019, ISSN 2155-7195 Publisher: IEEE DOI: 10.1109/dasc43569.2019.9081810 Book chapters (1) Physical layer security in wireless HetNets avionics and satellite communication systems Author(s): Rameez Asif 1 ; Muhammad Ali 1 ; Yim-Fun Hu 1 ; George Oguntala 2 Published in: 2021, ISBN 9781839533211 Publisher: IET Digitial Library DOI: 10.1049/sbra545e Peer reviewed articles (2) Simulated Annealing-Based Multilink Selection Algorithm in SDN-Enabled Avionic Networks Author(s): Doanh Kim Luong; Muhammad Ali; Yim Fun Hu; Jian Ping Li; Rameez Asif; Kanaan Abdo Published in: Network Selection for Avionic Networks, 2021, ISSN 2169-3536 Publisher: 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 Author(s): Doanh Kim Luong, Muhammad Ali, Fouad Benamrane, Ibrahim Ammar, Yim-Fun Hu Published in: ACM SIGMETRICS Performance Evaluation Review, 2019, ISSN 0163-5999 Publisher: Association for Computing Machinery New York, NY, United States DOI: 10.1145/3308897.3308943 Other (1) Predicting Provider Abort in Controller-Pilot Data Link Communications (CPDLC) Author(s): Eliot Vignaud; Kanaan Abdo Published in: Predicting Provider Abort in Controller-Pilot Data Link Communications (CPDLC), 2022 Publisher: ALTYS Technologies DOI: 10.5281/zenodo.6555813 Searching for OpenAIRE data... There was an error trying to search data from OpenAIRE No results available
