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Holistic Technologies for Managing Internet of Things Services

Rajiv Ranjan, Ching-Hsien Hsu, Lydia Y. Chen, Dimitrios Georgakopoulos
<span title="2020-07-01">2020</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/zve2it4dovamndfi3ijj4n3dzi" style="color: black;">IEEE Transactions on Services Computing</a> </i> &nbsp;
Index Terms-Internet of Things, IoT security and privacy, IoT data processing R. Ranjan is with the  ...  The Internet of Things (IoT) is the latest Internet evolution that incorporates billions of sensors, actuators, and related software services that collectively distill high value information, perform actions  ...  He is an internationally established scientist with more than 300 scientific publications and expertise in cloud computing, big data, and the Internet of Things.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tsc.2020.3000844">doi:10.1109/tsc.2020.3000844</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/okmbpi6dx5dnvj2mglqhco2aeq">fatcat:okmbpi6dx5dnvj2mglqhco2aeq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201108125837/https://ieeexplore.ieee.org/ielx7/4629386/9159956/09159958.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/88/3e/883e3caf894814b5daa196fe088d3a18cdee8b3b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tsc.2020.3000844"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Resource allocation optimization using artificial intelligence methods in various computing paradigms: A Review [article]

Javad Hassannataj Joloudari, Roohallah Alizadehsani, Issa Nodehi, Sanaz Mojrian, Fatemeh Fazl, Sahar Khanjani Shirkharkolaie, H M Dipu Kabir, Ru-San Tan, U Rajendra Acharya
<span title="2022-03-23">2022</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
With the advent of smart devices, the demand for various computational paradigms such as the Internet of Things, fog, and cloud computing has increased.  ...  To the best of our knowledge, there are no existing reviews on AI-based resource allocation approaches in different computational paradigms.  ...  ", "deep learning", "cloud computing", "edge computing", "fog computing", "Internet of Things", "wireless network", and "mobile edge computing".  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2203.12315v1">arXiv:2203.12315v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/43mouwxwene6xllnw3gsmdh6hy">fatcat:43mouwxwene6xllnw3gsmdh6hy</a> </span>
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Guest Editorial Emerging Computing Offloading for IoTs: Architectures, Technologies, and Applications

Jiannong Cao, Deyu Zhang, Haibo Zhou, Peng-Jun Wan
<span title="">2019</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/rkvmqtb3orhy5h6d5ccjzgxej4" style="color: black;">IEEE Internet of Things Journal</a> </i> &nbsp;
Special thanks are due to the Editor-in-Chief of the IEEE INTERNET OF THINGS JOURNAL, Dr. Xuemin Shen, for his help in the publication process.  ...  We hope that the special issue can serve as a good reference for scientists, engineers, and academicians in the area of computation offloading in IoTs. JIANNONG CAO  ...  In "Dynamic Edge Computation Offloading for Internet of Things With Energy Harvesting: A Learning Method," the authors model the computation offloading process as an MDP so that no prior statistic information  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/jiot.2019.2921217">doi:10.1109/jiot.2019.2921217</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/yxc2v2whm5gtzhpefivtgt5uxy">fatcat:yxc2v2whm5gtzhpefivtgt5uxy</a> </span>
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A Comprehensive Survey on Resource Management in Internet of Things

Lokesh B Bhajantri, Gangadharaiah S.
<span title="2020-12-30">2020</span> <i title="National Institute of Telecommunications"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/kdvz6bupzffwja76itztn23cyu" style="color: black;">Journal of Telecommunications and Information Technology</a> </i> &nbsp;
Efficient resource management is a challenging task in distributed systems, such as the Internet of Things, fog, edge, and cloud computing.  ...  In this work, we present a broad overview of the Internet of Things ecosystem and of the challenges related to managing its resources.  ...  Introduction The Internet of Things (IoT) connects physical world objects around us to the Internet.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.26636/jtit.2020.145220">doi:10.26636/jtit.2020.145220</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/noj75owhgbd2pe4oktinbpv3ga">fatcat:noj75owhgbd2pe4oktinbpv3ga</a> </span>
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2020 Index IEEE Internet of Things Journal Vol. 7

<span title="">2020</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/rkvmqtb3orhy5h6d5ccjzgxej4" style="color: black;">IEEE Internet of Things Journal</a> </i> &nbsp;
Toward Communication-Efficient Federated Learning in the Internet of Things With Edge Computing.  ...  ., +, JIoT Sept. 2020 8654-8673 Things2Vec: Semantic Modeling in the Internet of Things With Graph Representation Learning.  ...  A Partition-Based Node Deployment Strategy in Solar Insecticidal Lamps Internet of Things.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/jiot.2020.3046055">doi:10.1109/jiot.2020.3046055</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/wpyblbhkrbcyxpnajhiz5pj74a">fatcat:wpyblbhkrbcyxpnajhiz5pj74a</a> </span>
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Crowd Sensing-Enabling Security Service Recommendation for Social Fog Computing Systems

Jun Wu, Zhou Su, Shen Wang, Jianhua Li
<span title="2017-07-30">2017</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/taedaf6aozg7vitz5dpgkojane" style="color: black;">Sensors</a> </i> &nbsp;
For the objects from the Internet of Things (IoT) to the cloud, it is a new trend that the objects establish social-like relationships with each other, which efficiently brings the benefits of developed  ...  In addition, University of Glasgow, UK, proposed a real application system of the social IoT in the smart city, in which the sensors can be integrated with the social network system (e.g., Twitter), thus  ...  Conflicts of Interest: The authors declare no conflict of interest.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/s17081744">doi:10.3390/s17081744</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/28758943">pmid:28758943</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC5579516/">pmcid:PMC5579516</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/63hl45jmmzc65kbwxilxfg765y">fatcat:63hl45jmmzc65kbwxilxfg765y</a> </span>
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Securing IoT-Empowered Fog Computing Systems: Machine Learning Perspective

Tariq Ahamed Ahanger, Usman Tariq, Atef Ibrahim, Imdad Ullah, Yassine Bouteraa, Fayez Gebali
<span title="2022-04-14">2022</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ye33srllvnanjouxn4tmrfgjsq" style="color: black;">Mathematics</a> </i> &nbsp;
The Internet of Things (IoT) is an interconnected network of computing nodes that can send and receive data without human participation.  ...  The current research provides a comprehensive review of the IoT evolution, Fog computation, and artificial-intelligence-inspired machine learning (ML) strategies.  ...  Point of View on IoT security" (Source: https://www.ibm.com/in-en/cloud/internet-of-things (2 February 2022)). 1.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/math10081298">doi:10.3390/math10081298</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/moh4delhojacvle4kuk35kawwm">fatcat:moh4delhojacvle4kuk35kawwm</a> </span>
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Internet of Things Based Intelligent Techniques in Workable Computing: An Overview

Jiayi Guo, Shah Nazir, Zhongguo Yang
<span title="2021-12-24">2021</span> <i title="Hindawi Limited"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/fw4azkpu65d2thmrwfkoawyxse" style="color: black;">Scientific Programming</a> </i> &nbsp;
With the constant developments in Internet communication and the rise of the Internet of Things (IoT), technologies incorporating intelligent manufacturing have given birth to the growing industry and  ...  The influence of the proposed study is to offer a wide-ranging overview of the current literature related to the Internet of Things based on intelligent techniques in workable computing.  ...  the Edge/Fog resources available. e arbitrariness in the obtainability of assets and frequent choices for assigning those assets to offload computations fit the problem amenable to the Markov Decision  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2021/6805104">doi:10.1155/2021/6805104</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/o7vhob2ihneuffg5qrxhjv3ace">fatcat:o7vhob2ihneuffg5qrxhjv3ace</a> </span>
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Artificial Intelligence-Empowered Edge of Vehicles: Architecture, Enabling Technologies, and Applications

Hongjing Ji, Osama Alfarraj, Amr Tolba
<span title="">2020</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/q7qi7j4ckfac7ehf3mjbso4hne" style="color: black;">IEEE Access</a> </i> &nbsp;
With the proliferation of mobile devices and a wealth of rich application services, the Internet of vehicles (IoV) has struggled to handle computationally intensive and delay-sensitive computing tasks.  ...  Therefore, mobile edge computing (MEC) has the advantages of effectively utilizing idle computing and storage resources at the edge of the network and reducing the network transmission delay.  ...  In reference [47] , the author used a Markov decision process to model the content caching problem in the Internet of vehicles and proposed an active caching strategy of Q-learning which is based on LSTM  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2020.2983609">doi:10.1109/access.2020.2983609</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/b45abdrxbracnbfpvtvtu5uxui">fatcat:b45abdrxbracnbfpvtvtu5uxui</a> </span>
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Machine Intelligence Techniques for Next-Generation Context-Aware Wireless Networks [article]

Tadilo Endeshaw Bogale, Xianbin Wang, Long Bao Le
<span title="2018-01-12">2018</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
In mitigating the complexity of future network operation, new approaches of intelligently utilizing distributed computational resources with improved context-awareness becomes extremely important.  ...  In this regard, the emerging fog (edge) computing architecture aiming to distribute computing, storage, control, communication, and networking functions closer to end users, have a great potential for  ...  Thus, higher-level data contents are processed, stored and sent to the cloud for further analysis in the fog devices (for example, intelligent routers, access points, Internet of things (IoT) gateways)  ... 
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Index [chapter]

<span title="">2021</span> <i title="Elsevier"> Demystifying Big Data, Machine Learning, and Deep Learning for Healthcare Analytics </i> &nbsp;
(DL), 45 fog computing and architecture, 40-41, 41f intelligent computational techniques and data mining, 45-46 internet of medical things (IoMT), 42, 44f internet of things (IoT), 41-42, 43f machine  ...  with 5G, 104-105 patient-centric healthcare provider, 90-93 healthcare analytics, 92-93 mobile networks, resource allocation in, 92 patient-centric optimization model, 93-97 classification using  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/b978-0-12-821633-0.09988-8">doi:10.1016/b978-0-12-821633-0.09988-8</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/g4f5cds5ard7how3x7z24xpeky">fatcat:g4f5cds5ard7how3x7z24xpeky</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210617101334/https://pdf.sciencedirectassets.com/780348/3-s2.0-C20190036515/3-s2.0-B9780128216330099888/main.pdf?X-Amz-Security-Token=IQoJb3JpZ2luX2VjEJH%2F%2F%2F%2F%2F%2F%2F%2F%2F%2FwEaCXVzLWVhc3QtMSJHMEUCICE08jxdQqVpStC2SG%2B91AIzEZJ1jATiOgpr%2FVfyVP5YAiEAtA0e8vXqk4679zGf%2FppcmGD7Y6HNxmUzGepY7PAze98q%2BgMIWhAEGgwwNTkwMDM1NDY4NjUiDHggKF%2B3MKEf6t50YyrXAygui69fK2vqu4AanJVFxqom4i4GJOIY%2FQOpZVglt6%2FbJXzYH7eu7fp1vpSHYD0sYs5pXumo8mHynlG%2FHYCCFDdOj1Dt66wjBCjKrnmopFjsBieUUP5EPPrOHzeUrFulWw6mUh7kxNS0I19%2BHuQvxavjpo61yFQXE%2BcYlVbCLTa7cI1jjJ%2FJ4xPrHKUjQB1WXLg0uSw%2FRtSe83BLTuVO9%2B67qjlRE69GatCZcH8fupu4mR3y7JnoliYMy2gZLFs7gCd6vxaAKRZ4PXYjCzZDYEPLR%2BYh18xpNHlUGtcQsMq10eHsoNhLj6kUgks2g7DDZ4D808zfhPGIbVSLia7jpCezIEewolCYW52UcRKc7V%2Fi8u%2BikZCQ7gbasar6otwpU4goTC0tuLsPLzhdo3UOw3L7iYECM9qJgugyLj%2BiJAPJ8TbaamyKZZyx2q8qYLoEPCEHnqkGHHytZ7N8jlBZGTLUDOGvwOl6q8lYhIE1FMkSqxhQaMXlt9ObGU%2FEPZgn%2F3P7e6CI%2F8ga71SAG6unl5lhD%2BEF6MIP%2BlcFupSq%2FmO51Xhbzmt%2B9%2BgIAr6k9HOOtbsvMnsfwUcvZzm1V%2FQQw33VItMvkT69BWdSuf2L0ek4lI4PWk7gZDD7m6yGBjqlAZ7os9KBzlbmKYCgEkr9k%2BdzHmMkQNATBDNYDbQWhub4JD5tLMmMs7hXOJdHIXdcUtispyvFHJyFWf%2BiOJxYAUpvszU4GzeuAJmpS%2B0f5kJkkSdPcqOInQd5R23Xm1Ymabivz%2B%2FQF42hzOyboqOzxKkVx7vPooQ2yP%2BgXfpuHwYlY8EbAZEwTjgQphiozIqaPEYhqtEW6s1mN%2FTh7XWAeFp%2FWgkRiw%3D%3D&amp;X-Amz-Algorithm=AWS4-HMAC-SHA256&amp;X-Amz-Date=20210617T101319Z&amp;X-Amz-SignedHeaders=host&amp;X-Amz-Expires=300&amp;X-Amz-Credential=ASIAQ3PHCVTYUEAW3INO%2F20210617%2Fus-east-1%2Fs3%2Faws4_request&amp;X-Amz-Signature=04d6b8367544f6d0402b6678cd0ce07d52db021732f3b15bdd56acd01727d63d&amp;hash=c89452489c19c5b90645defebef3907be2a0842eb5417adc378fd0003a70825c&amp;host=68042c943591013ac2b2430a89b270f6af2c76d8dfd086a07176afe7c76c2c61&amp;pii=B9780128216330099888&amp;tid=spdf-9d2e2aa0-a6d8-4668-a674-dfe908166760&amp;sid=d0cecd988d87764e447b0c174cc546170bbcgxrqa&amp;type=client" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/1b/cc/1bcc7c778a634634ca1137f817df4f5422db1f94.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/b978-0-12-821633-0.09988-8"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Enabling and Leveraging AI in the Intelligent Edge: A Review of Current Trends and Future Directions

Tom Goethals, Bruno Volckaert, Filip De Turck
<span title="">2021</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/6j7dh4yjsvfx5frc4vitgjifki" style="color: black;">IEEE Open Journal of the Communications Society</a> </i> &nbsp;
The use of AI in Smart applications and in the organization of the network edge presents a rapidly advancing research field, with a great variety of challenges and opportunities.  ...  " of the edge using AI, and AI "Applications" in the edge as its main topics.  ...  The research in this paper has been funded by Vlaio by means of the FLEXNET research project.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/ojcoms.2021.3116437">doi:10.1109/ojcoms.2021.3116437</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/knvl27fcwrarjhhua7zo475lwy">fatcat:knvl27fcwrarjhhua7zo475lwy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20211006192219/https://ieeexplore.ieee.org/ielx7/8782661/8901158/09555813.pdf?tp=&amp;arnumber=9555813&amp;isnumber=8901158&amp;ref=" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/b5/16/b516424e490d822dadfd36411b9a0f211e38a251.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/ojcoms.2021.3116437"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> ieee.com </button> </a>

Edge-Computing Architectures for Internet of Things Applications: A Survey

Salam Hamdan, Moussa Ayyash, Sufyan Almajali
<span title="2020-11-11">2020</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/taedaf6aozg7vitz5dpgkojane" style="color: black;">Sensors</a> </i> &nbsp;
The rapid growth of the Internet of Things (IoT) applications and their interference with our daily life tasks have led to a large number of IoT devices and enormous sizes of IoT-generated data.  ...  Traditional cloud-computing resources are used to partially handle some of the IoT resource-limitation issues; however, using the resources in cloud centers leads to other issues, such as latency in time-critical  ...  In order to recognize the events, they trained a hidden Markov model. The results showed that using fog computing with cloud resources reduces latency with big-data analysis.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/s20226441">doi:10.3390/s20226441</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/33187267">pmid:33187267</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/rmbh4ytl4bd75jzstu6v6him5u">fatcat:rmbh4ytl4bd75jzstu6v6him5u</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201114075422/https://res.mdpi.com/d_attachment/sensors/sensors-20-06441/article_deploy/sensors-20-06441.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/4e/c2/4ec2ef5bda90257d969e4d24dcfdb38cf65f135f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/s20226441"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

2021 Index IEEE Internet of Things Journal Vol. 8

<span title="">2021</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/rkvmqtb3orhy5h6d5ccjzgxej4" style="color: black;">IEEE Internet of Things Journal</a> </i> &nbsp;
Note that the item title is found only under the primary entry in the Author Index.  ...  The primary entry includes the coauthors' names, the title of the paper or other item, and its location, specified by the publication abbreviation, year, month, and inclusive pagination.  ...  Aware Service Composition Mechanism in the Internet of Things Using a Hidden-Markov-Model-Based Optimization Algorithm.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/jiot.2022.3141840">doi:10.1109/jiot.2022.3141840</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/42a2qzt4jnbwxihxp6rzosha3y">fatcat:42a2qzt4jnbwxihxp6rzosha3y</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220112161849/https://ieeexplore.ieee.org/ielx7/6488907/9640245/09678100.pdf?tp=&amp;arnumber=9678100&amp;isnumber=9640245&amp;ref=" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/jiot.2022.3141840"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

DDoS Attacks Detection in the IoT Using Deep Gaussian-Bernoulli Restricted Boltzmann Machine

Gafarou O. Coli, Segun Aina, Samuel D. Okegbile, Aderonke R. Lawal, Adeniran I. Oluwaranti
<span title="2022-04-02">2022</span> <i title="Canadian Center of Science and Education"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/dnqawnwqovdj3mqtnnzu4eiaf4" style="color: black;">Modern Applied Science</a> </i> &nbsp;
Furthermore, the SoftMax regression was used for classification. The accuracy of the proposed model on the network socket layer-knowledge discovery in databases was obtained as 93.52%.  ...  Distributed denial of service (DDoS) attack is generally known as one of the most significant threats to the internet of things (IoT).  ...  Thus, a deep learning based-model for detecting distributed denial of service attacks in the Internet of Things was developed and hosted on fog nodes.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5539/mas.v16n2p12">doi:10.5539/mas.v16n2p12</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/lypnayzjzrhbrfdn7iqnqvtizy">fatcat:lypnayzjzrhbrfdn7iqnqvtizy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220617180553/https://ccsenet.org/journal/index.php/mas/article/download/0/0/47025/50311" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/37/61/3761898c17dc657e05b05d603b66f4e908fdf14a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5539/mas.v16n2p12"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>
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