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

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

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 (2)

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

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