NATWORK: Net-Zero self-adaptive activation of distributed self-resilient augmented services

NATWORK：分布式自恢复增强服务的净零自适应激活

基本信息

批准号：
10101189
负责人：
金额：
$ 40.05万
依托单位：
UNIVERSITY OF ESSEX
依托单位国家：
英国
项目类别：
EU-Funded
财政年份：
2024
资助国家：
英国
起止时间：
2024 至无数据
项目状态：
未结题

来源：
https://gtr.ukri.org/projects?ref=10101189
关键词：
NATWORK Net Zero self adaptive

项目摘要

The ambition of the NATWORK project is to set the foundations and deploy the very first economically realistic, energy efficient andviable bio-inspired AI-based 6G cybersecurity and resilience framework for intelligent networking and services, taking a holistic approachand considering all elements in a cross-sector business environment to address the diverse requirements and challenges that arise. TheNATWORK project aims to develop a novel AI-leveraged self-adaptive security mechanism for 6G networks based on resilient biomimicry principles. The goal is to improve the malleability and the self-resilience of future 6G network ecosystems to offer augmentedand secure services at the lowest energy costs. The principle premise is to empower various entities of 6G ecosystems with the ability toself-regulate their conditions to provide service continuity in compliance with service SLAs. The Secure Federated Learning architectureof NATWORK will be based on decentralized defensive AI models embedded in dis-aggregated 6G network physical layer, smart EdgeNetwork Interface Cards and RAN devices with P4-based programmable data plane and advanced DPU acceleration, with local featureextraction at wire-speed and AI model training. Among the key 6G security challenges that NATWORK aims to alleviate are MovingTarget Defense and adaptive response to incidents, the employment of Net Zero AI and energy-efficientsecurity forsustainable networks,the Detection of new forms of attacks bearing deep control flow monitoring as well as the elaboration of a continuum of security forpayload deployment fostering secure migration of novel forms of in-network operations and secure distributed computations.

NATWORK 项目的目标是为智能网络和服务奠定基础并部署第一个经济实用、节能且可行的基于人工智能的 6G 网络安全和弹性框架，采用整体方法并考虑跨领域的所有要素。行业的商业环境，以应对出现的多样化要求和挑战。 NATWORK 项目旨在基于弹性仿生原理，为 6G 网络开发一种新型的人工智能自适应安全机制。目标是提高未来 6G 网络生态系统的可塑性和自我恢复能力，以最低的能源成本提供增强且安全的服务。原则前提是赋予 6G 生态系统的各个实体自我调节条件的能力，以提供符合服务 SLA 的服务连续性。 NATWORK 的安全联合学习架构将基于嵌入分散式 6G 网络物理层、智能 EdgeNetwork 接口卡和 RAN 设备中的去中心化防御 AI 模型，具有基于 P4 的可编程数据平面和先进的 DPU 加速，并以线速进行本地特征提取以及AI模型训练。 NATWORK旨在缓解的关键6G安全挑战包括移动目标防御和对事件的自适应响应、净零人工智能的使用和可持续网络的节能安全、检测带有深度控制流监控的新形式的攻击以及详细说明有效负载部署的连续安全性促进新型网络内操作形式的安全迁移和安全分布式计算。