Periodic Reporting for period 2 - 7SHIELD (Safety and Security Standards of Space Systems, ground Segments and Satellite data assets, via prevention, detection, response and mitigation of physical and cyber threats)
Período documentado: 2022-01-01 hasta 2023-02-28
Moreover, 7SHIELD aims at providing a holistic framework enable to confront complex threats by covering all the macro stages of crisis management, namely pre-crisis, crisis and post-crises phases. In this view, 7SHIELD deploys TRL-7 solutions to improve Ground Segments’ protection in order to enhance preparedness, detection, response and mitigation of cyber and physical threats.
7SHIELD will provide and tailor innovative, accepted and efficient tools covering (1) prevention technologies to assess physical and cyber risks as well as cascading effects (2) detection technologies to seamlessly and accurately identify potential physical or/and cyber threats to Ground Segments and Satellite data assets (3) response technologies to monitor the evolvement of a physical or/and cyber-attacks, to strengthen the responsiveness and social awareness (4) mitigation technologies to consolidate the appropriate actions to mitigate the consequences of physical or/and cyber-attacks, focusing on the services continuity. The 7SHIELD will be evaluated and tested within operational environments owned by FMI (Finland), NOA (Greece), DEIMOS (Spain), SERCO (Italy), and SPACEAPPS (Belgium) to probe its performance to cope with real hazardous situations in Critical Infrastructures and to exhibit the wide applicability of 7SHIELD over different scenarios.
The specification of system requirements for the Cyber-attack Detection framework was improved. The development of thermal and Near Infrared (NIR) sensor interface and networking as well as the elaboration of techniques for detection of man-made attacks from thermal and IR data were carried out.
Regarding the Post-Crisis management for response and mitigation of physical and cyber threats of 7SHIELD, the connectivity process of the 7SHIELD Knowledge Base through the Apache Kafka was finalized. The design of the Crisis Classification scenario for annotation tool was finalised.
Regarding the System Integration the initial work was aimed at defining how to integrate all the components developed. The 7SHIELD design and specification was extensively discussed up to the definition of the 7SHIELD Architecture.
The 7SHIELD User Interface (UI) was designed and implemented according to the user requirements, objectives of the project and the type of the information to be presented. Finalization of the validation scenarios and evaluation methodology for the operational test and of the validation and demonstration phase with a detailed plan to prepare and execute the pilots.
The communication and dissemination activities during the reporting period were successfully conducted. In the context of WP8, the communication and dissemination plan’s activities were implemented. Based on the competitiveness landscape analysis and market analysis, a detailed business plan was established. The Support of The Horizon Result Booster was requested to help partners identify the most promising Key Exploitable Results.
Regarding the preparedness phase, 7SHIELD provides tools to assess the weaknesses and vulnerabilities of each asset of the GS, identifying the threat agents or attack strategies could compromise them, performing a C/P risk assessment. Moreover, it provides a robust identity management tool for multi-factor authentication, data integrity and confidentiality to access GS core functions; a methodology to model the overall infrastructure to be protected, in terms of hierarchical asset decomposition and messages exchanged between them, including the dependencies between the components; and a tool to identify C/P threats and vulnerabilities through a ML based approach.
Regarding the detection phase, a custom UAV model with more features compared to those available on the market is provided. For extracting higher concepts of information from visual context, several algorithms leverage deep learning and shallow representation technologies to tackle face detection and recognition, object detection (including humans) and tracking as well as human activity recognition and abnormal event detection in surveillance objectives.
Regarding the response and mitigation phases, a classification module capable to multilevel data and information fusion from heterogeneous sources providing an integrated and generalised framework for formulating decision options for crisis level estimation is developed. 7SHIELD goes beyond the state of the art by providing a highly specified analysis of the use of social and other communications media from GS stakeholders. Moreover, better results with higher probability of neutralisation of drones will be reached by improving the Flying Hunter algorithm.
7SHIELD brings to the CI operators solutions fitting their needs. Integrating the societal and economic aspects into the research, design, development, and implementation of the proposed solutions, 7SHIELD maximises the returns from EC’s investment in science and technology. 7SHIELD addresses and provides solutions for security investment planning and optimization thanks to an impact assessment model to estimate the economic impact of the implementation to support the exploitation of the outcomes. By detecting possible threats and avoid possible damages in CIs might directly affect the economy of the European countries, 7SHIELD provides an additional layer of protection of European economy and reducing dangers to societal stability. Finally, the consortium closely followed the required legal and ethical requirements compliance especially with those related to the data acquisition and use of AI (e.g. availability of open source and online data, privacy, copyright, terms of service, video surveillance and wearable technologies).