智能设备安全应用调查:分类、实现、挑战和未来趋势

IF 7.7 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
Sergio Elizalde , Ali AlSabeh , Ali Mazloum , Samia Choueiri , Elie Kfoury , Jose Gomez , Jorge Crichigno
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引用次数: 0

摘要

在过去十年中,网络应用呈指数级增长,需要高速互连。不幸的是,芯片制造商正在接近硅基计算的上限,计算性能和能源效率的提高缓慢。这种趋势迫使行业转变范式,从单一架构转向异构的、特定于领域的设计。此外,不断发展的威胁危及数字服务,需要更具可扩展性和灵活性的解决方案,以确保生产网络的服务连续性。智能网络接口卡(smartnic)就是这种新模式的产物,它集成了特定领域的引擎和通用核心,以卸载各种网络基础设施任务,包括与安全相关的任务。本文对智能网卡进行了全面的概述,重点介绍了智能网卡在加强网络防御方面的作用。介绍了SmartNIC技术,并对SmartNIC上的安全应用进行了分类,包括入侵检测和防御系统(IDS/IPS)、容量攻击防御和数据保密机制。此外,本文还探讨了与在云中采用smartnic相关的漏洞,检查了威胁模型并回顾了文献中提出的补救措施。最后,讨论了智能网卡安全应用的挑战和未来趋势,重点介绍了当前的举措和开放的研究领域。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A survey on security applications with SmartNICs: Taxonomy, implementations, challenges, and future trends
Over the last decade, network applications have grown exponentially, demanding high-speed interconnects. Unfortunately, chip manufacturers are approaching the upper limits of silicon-based computing with slow improvements in computational performance and energy efficiency. This trend has forced the industry to shift paradigms, moving from monolithic architectures to heterogeneous, domain-specific designs. Moreover, the ever-evolving threats compromise digital services and demand more scalable and flexible solutions to ensure service continuity in production networks. Smart Network Interface Cards (SmartNICs) are a product of this new paradigm, integrating domain-specific engines and general-purpose cores to offload various network infrastructure tasks, including those related to security. This paper provides a comprehensive overview of SmartNICs, with a particular focus on their role in strengthening network defenses. It introduces SmartNIC technology and presents a taxonomy of security applications offloaded to SmartNICs, categorized into Intrusion Detection and Prevention Systems (IDS/IPS), defenses against volumetric attacks, and data confidentiality mechanisms. Additionally, the paper explores vulnerabilities associated with adopting SmartNICs in the cloud, examining the threat model and reviewing proposed remediations in the literature. Finally, it discusses challenges and future trends in SmartNIC security applications, highlighting current initiatives and open research areas.
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来源期刊
Journal of Network and Computer Applications
Journal of Network and Computer Applications 工程技术-计算机:跨学科应用
CiteScore
21.50
自引率
3.40%
发文量
142
审稿时长
37 days
期刊介绍: The Journal of Network and Computer Applications welcomes research contributions, surveys, and notes in all areas relating to computer networks and applications thereof. Sample topics include new design techniques, interesting or novel applications, components or standards; computer networks with tools such as WWW; emerging standards for internet protocols; Wireless networks; Mobile Computing; emerging computing models such as cloud computing, grid computing; applications of networked systems for remote collaboration and telemedicine, etc. The journal is abstracted and indexed in Scopus, Engineering Index, Web of Science, Science Citation Index Expanded and INSPEC.
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