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Monitoring IoT Networks for Botnet Activity
2018 IEEE 17th International Symposium on Network Computing and Applications (NCA), 2018The Internet of Things (IoT) has rapidly transitioned from a novelty to a common, and often critical, part of residential, business, and industrial environments. Security vulnerabilities and exploits in the IoT realm have been well documented. In many cases, improving the security of an IoT device by hardening its software is not a realistic option ...
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IoT Botnet: The Largest Threat to the IoT Network
2019Adoption of the IoT technology is expanding exponentially. It is capable of providing a better service. IoT technology is successfully implemented on the bulb, refrigerator, air conditioner, washing machine, wristwatches, mobile phones, etc. Gartner report reflects that growth in the number of IoT devices is massive.
Smita Dange, Madhumita Chatterjee
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ML-Based Early Detection of IoT Botnets
2020In this paper, we present EDIMA, an IoT botnet detection solution to be deployed at the edge gateway installed in home networks which targets early detection of botnets. EDIMA includes a novel two-stage machine learning (ML)-based detector which first employs ML algorithms for aggregate traffic classification and subsequently Autocorrelation Function ...
Ayush Kumar 0001 +3 more
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Macroscopic Analysis of IoT Botnets
GLOBECOM 2022 - 2022 IEEE Global Communications Conference, 2022Hatem A. Almazarqi +4 more
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Detecting IoT Botnets on IoT Edge Devices
2022 IEEE International Conference on Communications Workshops (ICC Workshops), 2022Meghana Raghavendra, Zesheng Chen 0001
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Botnet Threat Intelligence in IoT-Edge
International Journal of Advanced Trends in Computer Science and Engineering, 2023Recently, deep learning has gotten progressively popular in the domain of security. However, Traditional machine learning models are not capable to discover zero-day botnet attacks with extraordinary privacy. For this purpose, researchers have utilized deep learning based computational framework for Botnet which can detect zero-day attacks, achieve ...
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Undoubtedly, Internet of Things (IoT) devices have evolved into a necessity within our modern lifestyles. Nonetheless, IoT devices have proved to pose significant security risks due to their vulnerabilities and susceptibility to malware. Evidently, vulnerable IoT devices are enlisted by attackers to participate into Internet-wide botnets in order to ...
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Heterogeneity Tolerance in IoT Botnet Attack Classification
2023 IEEE International Conference on Electro Information Technology (eIT), 2023Samuel Kalenowski +3 more
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Botnet Attack Detection Approach in IoT Networks
Automatic Control and Computer Sciences, 2022Tatiana M. Tatarnikova +3 more
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