电子学报2024，Vol.52Issue(5)：1432-1441,10.DOI:10.12263/DZXB.20230864
面向智算融合网络的自主防御范式研究
Research on Autonomous Defense Paradigm for Smart Computing Integration Networks
摘要
Abstract
With the transformation of the computing power supply pattern in the digital economy era,the new net-work infrastructure with computing power as the core has become an important driving force to realize the sharing of com-puting power resources and support the digital economy transformation.In the computing power network,multiple heteroge-neous user terminals access the network frequently in various ways to obtain computing power services anytime and any-where,which increases the openness and dynamics of the network.Hence,the computing power network will face more se-vere security challenges.However,the traditional network-based security defense pattern usually statically supplements se-curity protection components for specific security issues,which cannot actively adapt to user needs to adjust defense strate-gies flexibly,which is difficult to deal with security risks in computing-network integration scenarios.Therefore,facing the security requirements of the new computing power network,this paper regards security as the internal attribute of the net-work and proposes a multi-dimensional collaborative autonomous defense paradigm based on the smart computing integra-tion networks,which combines the design of"three layers"and"three domains"of the network.In the"three layers",this paper defines the security inherent service at the generalized service layer,adapts the security function at the mapping adap-tation layer,and executes the security strategy at the fusion component layer.In the"three domains",the resource adapta-tion is guided by the entity domain,the security service process is driven by the knowledge domain,and the specific securi-ty technologies are implemented by the sense control domain.It constructs a basic management and control process that in-tegrates"detection","trace",and"defense",in which security policies and technologies can be flexibly adjusted according to scenario scalability and business security.Finally,the proposed paradigm is verified through simulation experiments,and the results prove the effectiveness of the proposed paradigm and also provide a reference for further research and applica-tion of smart computing fusion security in the future.关键词
智算融合网络/算力网络/自主防御/防御范式/网络攻击Key words
smart computing integration networks/computing power network/autonomous defense/defense para-digm/network attack分类
计算机与自动化引用本文复制引用
刘颖,夏雨,于成晓,张维庭,汪润虎,张宏科..面向智算融合网络的自主防御范式研究[J].电子学报,2024,52(5):1432-1441,10.基金项目
鹏城实验室重大项目 （）
国家重点研发计划(No.2022ZD0115301) （No.2022ZD0115301）
国家自然科学基金(No.62201029) （No.62201029）
中国博士后科学基金(No.2022M710007,No.BX20220029) The Major Key Project of PCL （No.2022M710007,No.BX20220029）
National Key Research and Development Program of China(No.2022ZD0115301) （No.2022ZD0115301）
National Natural Science Foundation of China(No.62201029) （No.62201029）
China Postdoctoral Science Founda-tion(No.2022M710007,No.BX20220029) （No.2022M710007,No.BX20220029）
