The NATWORK undertaking is working to construct and deploy the primary economically real looking, energy-efficient, and viable 6G cybersecurity and resilience framework.
NATWORK goals to set the foundations for and deploy the very first economically real looking, energy-efficient and viable bio-inspired, synthetic intelligence (AI) based mostly 6G cybersecurity and resilience framework for clever networking and companies, taking a holistic method and contemplating all parts in a cross-sector enterprise setting to handle the various necessities and challenges that come up.
The NATWORK imaginative and prescient
The undertaking goals to develop a novel AI-leveraged self-adaptive security mechanism for 6G networks based mostly on resilient biomimicry rules. Our imaginative and prescient spans over six important pillars:
- Definition of an in depth extension to 6G architectures
by offering E2E safety. - Fostering secure-by-design composition and migration of novel 6G cloud-native slices and safe distributed computations-network within the edge-to- cloud continuum.
- Provision of net-zero AI-powered reliable and explainable administration to permit for extremely malleable and attack-resilient networks.
- Bodily layer safety that helps encryption-free, perennial self-resilience of wi-fi hyperlinks.
- Deployment and experimental implementation of the safety modules in related use instances.
- Analysis, validation, and verification of the safety framework efficiency.
Studying from nature
The NATWORK consortium elaborates on the idea of bio-inspired community key efficiency indicators (KPIs) administration and safety. The analogy of a 6G community with a posh organic construction (i.e. the human physique) has been employed in NATWORK designs, whereby the immune system is studying from earlier safety incidents, forecasting potential future threats and adjusting safety protocols to accommodate shifting circumstances.
In keeping with this paradigm, 6G community useful resource administration instruments optimise service layer settlement (SLA) KPIs and sustainability, as does metabolism with glucose distribution. 6G service safety is attained in a sustainable method, like homeostasis, which prevents tissue degradation below menace, selective glucose distribution and iron sequestration to pathogens. On this idea, we embed AI for anomaly detection of unknown new threats, just like the self-learning talents of B- or T-cells.
NATWORK achievements
NATWORK’s use instances’ situations, necessities, and technical specs have been formulated together with the primary model of the structure. NATWORK’s structure imitates the organic immunity’s stepwise operation. Its first defence layer employs AI-based proactive mechanisms that dynamically change the obtainable assault floor to discourage intruders. The second layer makes use of adaptive AI/ML fashions to categorise detected threats and provoke mitigation actions, whereas additionally studying from previous safety incidents and being skilled to forecast and mitigate future threats. This data ensures situational consciousness and enhanced adaptability. Thus, NATWORK develops an AI-driven cybersecurity autoimmunity system.
Vital progress has been realised in direction of the event of the primary launch of the NATWORK expertise. The consortium achieved preliminary outcomes, carried out checks in experimental testbeds and outlined the required frameworks for the ultimate integration. These consult with the anticipated outcomes of the technical work, i.e. the parts of the envisioned expertise, akin to: secure-by-design orchestration and administration, payload safety per runtime, clever networking, CTI and explainability, bodily layer menace modelling, AI-powered anti-jamming, and RIS defence mechanisms.
Preparatory actions have been carried out in direction of the initiation of the primary spherical of NATWORK pilots. These embody the definition of the analysis framework and drafting of pilot specs. The roadmap towards business exploitation of the outcomes has been investigated, and companions’ exploitation plans have been elaborated. The outcomes of undertaking actions within the first 18 months have been disseminated by focused occasions and 35 scientific publications.
NATWORK additionally seeks to affect 6G standardisation and coverage. The undertaking is aligned with EU laws like GDPR and the Cybersecurity Act. As well as, the undertaking contributes to the EU’s low-carbon objectives by materialising a safe, sustainable, and high-performing 6G ecosystem, therefore reinforcing Europe’s international 6G management.
Technological developments
NATWORK has developed and continues enhancing a set of novel technological outcomes. These embody:
- Dynamic shifting goal defence (MTD) framework for end-to-end safety.
- AI-native 6G structure that utilises a cross-layer decentralised method based mostly on safe federated studying.
- Composer of secure-by-design 6G cloud-native slices.
- Platform-agnostic, at all times sustainable, all menace protection, all payload format help, intent-based adjustable safety as a service (SECaaS).
- Superior AI-empowered decentralised orchestration and administration companies.
- Deep software program runtime monitoring for DoS assault detection.
- AI-powered anti-jamming and RIS defence module.
- Decentralised node (self) attestation and belief regulation.
- In-network safety and knowledge airplane safety framework.
Use instances
The consortium has recognized 4 use instances (UCs), additional divided into 16 sub-use instances, that permit demonstrating the safety framework and an intensive analysis, validation, and verification of its efficiency. The NATWORK use instances are:
UC1: Sustainability and reliability of 6G slices and companies
The target of UC1 is to discover modern vitality options that may help dependable connectivity and high-quality companies whereas lowering vitality prices and minimising environmental impression.
UC2: Anti-jamming applied sciences for autonomous automobiles
UC2 refers to detection, classification and mitigation of jamming assaults in real-time, utilising machine studying and AI strategies, by analysing sign patterns.
UC3: IoT safety
UC3 focuses on the safety and privateness of IoT gadgets and their knowledge in 6G networks, utilising superior menace detection and mitigation mechanisms.
UC4: Bettering variability of community with steady safety
UC4 goals to make sure strong and steady safety within the extremely dynamic and heterogeneous 6G community structure, using machine studying and AI for real-time safety evaluation, adaptation, and proactive defence in opposition to rising threats throughout numerous gadgets, companies, and cellular customers.
In regards to the undertaking
NATWORK is carried out by a consortium of 15 individuals from eight EU international locations and two related international locations (Switzerland and United Kingdom). The undertaking is co-ordinated by the Centre for Analysis & Know-how Hellas – Data Applied sciences Institute (CERTH-ITI). Its whole finances is over €6.1m.
Disclaimer
The undertaking has obtained co-funding from the Sensible Networks and Providers Joint Endeavor (SNS JU), below the European Union’s Horizon Europe analysis and innovation programme for European individuals, the Swiss State Secretariat for Training, Analysis and Innovation (SERI) for Swiss individuals, and the UK Analysis and Innovation (UKRI) for UK individuals, below Grant Settlement No. 101139285.
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