Experimental Study of Machine-Learning-Based Detection and Identification of Physical-Layer Attacks in Optical Networks

Carlos Natalino; Marco Schiano; Andrea Di Giglio; Lena Wosinska; Marija Furdek

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Experimental Study of Machine-Learning-Based Detection and Identification of Physical-Layer Attacks in Optical Networks

机译：基于机器学习的光网络物理层攻击检测与识别实验研究

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摘要

Optical networks are critical infrastructure supporting vital services and are vulnerable to different types of malicious attacks targeting service disruption at the optical layer. Due to the various attack techniques causing diverse physical-layer effect

机译：光网络是支持重要服务的关键基础架构，并且容易受到针对光层服务中断的各种类型的恶意攻击的攻击。由于各种攻击技术引起了不同的物理层效应

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来源
《Journal of Lightwave Technology》 |2019年第16期|4173-4182|共10页
作者
Carlos Natalino; Marco Schiano; Andrea Di Giglio; Lena Wosinska; Marija Furdek;
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作者单位

Department of Electrical Engineering Optical Networks Unit Chalmers University of Technology Gothenburg Sweden;

Telecom Italia Turin Italy;

Department of Electrical Engineering Optical Networks Unit Chalmers University o;

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原文格式 PDF
正文语种 eng
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关键词
Iron; Frequency modulation; IP networks;

机译：铁;调频;IP网络;

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2. Exploring machine-learning-based control plane intrusion detection techniques in software defined optical networks [J] . Zhang Huibin, Wang Yuqiao, Chen Haoran, Optical fiber technology . 2017,第deca期

机译：探索软件定义的光网络中基于机器学习的控制平面入侵检测技术
3. Message Dropping Attacks in Overlay Networks: Attack Detection and Attacker Identification [J] . LIANG XIE, SENCUN ZHU ACM Transaction on Information and System Security . 2008,第3期

机译：覆盖网络中的消息丢弃攻击：攻击检测和攻击者识别
4. Machine-Learning-Based Soft-Failure Detection and Identification in Optical Networks [C] . Shahin Shahkarami, Francesco Musumeci, Filippo Cugini, 2018 Optical Fiber Communications Conference and Exposition . 2018

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5. Identification of Compromised Nodes in Collaborative Intrusion Detection Systems for Large Scale Networks Due to Insider Attacks [D] . Yenugunti, Chandralekha. 2020

机译：由于内幕攻击，大规模网络的协同入侵检测系统中受损的节点识别
6. Does Laser Surgery Interfere with Optical Nerve Identification in Maxillofacial Hard and Soft Tissue?—An Experimental Ex Vivo Study [O] . Bastian Bergauer, Christian Knipfer, Andreas Amann, 2015

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7. Experimental Study of Machine-Learning-Based Detection and Identification of Physical-Layer Attacks in Optical Networks [O] . Carlos Natalino, Marco Schiano, Andrea Di Giglio, 2019

机译：基于机器学习的检测和鉴定光网络中物理层攻击的实验研究

Experimental Study of Machine-Learning-Based Detection and Identification of Physical-Layer Attacks in Optical Networks

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