DeepAir: Deep Reinforcement Learning for Adaptive Intrusion Response in Software-Defined Networks
Author:
Affiliation:
1. Chair of Communication Networks, Technische Universität Chemnitz, Chemnitz, Germany
Funder
Celtic-Plus AI-NET PROTECT project, funded by the German BMBF
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Electrical and Electronic Engineering,Computer Networks and Communications
Link
http://xplorestaging.ieee.org/ielx7/4275028/9917435/09732448.pdf?arnumber=9732448
Reference29 articles.
1. ATMoS: Autonomous threat mitigation in SDN using reinforcement learning;akbari;Proc IEEE/IFIP Netw Oper Manag Symp (NOMS),2020
2. Optimal Countermeasures Selection Against Cyber Attacks: A Comprehensive Survey on Reaction Frameworks
3. A Dynamic Decision-Making Approach for Intrusion Response in Industrial Control Systems
4. Decision-Making for Intrusion Response: Which, Where, in What Order, and How Long?
5. The Internet Topology Zoo
Cited by 20 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Load-aware switch migration for controller load balancing in edge–cloud architectures;Future Generation Computer Systems;2025-01
2. Anomaly and intrusion detection using deep learning for software-defined networks: A survey;Expert Systems with Applications;2024-12
3. Novel Intrusion Detection Strategies With Optimal Hyper Parameters for Industrial Internet of Things Based on Stochastic Games and Double Deep Q-Networks;IEEE Internet of Things Journal;2024-09-01
4. Interpretable Cross-Layer Intrusion Response System Based on Deep Reinforcement Learning for Industrial Control Systems;IEEE Transactions on Industrial Informatics;2024-07
5. DDoS Mitigation while Preserving QoS: A Deep Reinforcement Learning-Based Approach;2024 IEEE 10th International Conference on Network Softwarization (NetSoft);2024-06-24
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3