IoT botnet detection with feature reconstruction and interval optimization
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DOI: 10.1002/int.23074
Abstract: The existing botnet detection methods have the problems of uneven sampling, poor feature selection, and weak generalization ability, resulting in low detection and classification results and poor adaptability to the internet of things (IoT) environment… read more here.
Keywords: interval optimization; feature; detection; feature reconstruction ... See more keywords
Botnet Detection Approach Using Graph-Based Machine Learning
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DOI: 10.1109/access.2021.3094183
Abstract: Detecting botnet threats has been an ongoing research endeavor. Machine Learning (ML) techniques have been widely used for botnet detection with flow-based features. The prime challenges with flow-based features are that they have high computational… read more here.
Keywords: botnet detection; graph based; machine learning; detection ... See more keywords
Applications of artificial intelligence to detect android botnets: A Survey
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DOI: 10.1109/access.2022.3187094
Abstract: With the growing popularity of Android smart devices, and especially with the recent advances brought on by the COVID-19 pandemic on digital adoption and transformation, the importance of protecting these devices has grown, as they… read more here.
Keywords: android botnets; applications artificial; android botnet; botnet detection ... See more keywords
An Advanced Computing Approach for IoT-Botnet Detection in Industrial Internet of Things
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2022.3152814
Abstract: In the last few years, attackers have been shifting aggressively to the IoT devices in industrial Internet of things (IIoT). Particularly, IoT botnet has been emerging as the most urgent issue in IoT security. The… read more here.
Keywords: iot botnet; analysis; botnet detection; approach ... See more keywords
Behaviour based botnet detection with traffic analysis and flow intervals at the host level
Sign Up to like & getrecommendations! Published in 2023 at "Indonesian Journal of Electrical Engineering and Computer Science"
DOI: 10.11591/ijeecs.v31.i1.pp350-358
Abstract: A botnet is one of the most dangerous forms of security issues. It infects unsecured computers and transmit malicious commands. By using botnet, the attacker can launch a variety of attacks, such as distributed denial… read more here.
Keywords: flow; traffic; detection; botnet detection ... See more keywords