Results 71 to 80 of about 306 (121)

A Biomimetic Botnet Detection Framework for IoT Devices

, 2021
Botnets are a major concern for IoT devices deployed on a large scale. Botnets not only can discover new vulnerable devices but are also proficient in injecting malware into the target devices. The estimated traffic generated by such botnets is of the order of Tbps and the attacks cost billions of dollars to the global economy every year.
openaire   +3 more sources

BOTNET Detection in IoT Environments

International Research Journal of Computer Science
Botnet attacks have become a serious threat in modern IoT networks. As connected devices continue to grow, attackers find new ways to compromise them and use them for malicious activities. We channeled our efforts into building a dedicated digital sentinel capable of spotting dangerous botnet activity the moment it appears.
openaire   +1 more source

Federated Learning and Data Mining-Based Botnet Attack Detection Framework for Internet of Things

Sensors
Botnet attacks in Internet of Things (IoT) environments often occur as multi-stage campaigns, making early and reliable detection difficult across distributed and privacy-sensitive networks.
Kalupahana Liyanage Kushan Sudheera, Lokuge Lehele Gedara Madhuwantha Priyashan, Oruthota Arachchige Sanduni Pavithra, Malwaththe Widanalage Tharindu Aththanayake, Piyumi Bhagya Sudasinghe, Wijethunga Gamage Chatum Aloj Sankalpa, Gammana Guruge Nadeesha Sandamali, Peter Han Joo Chong   +7 more
doaj   +1 more source

Distributed Detection of Large-Scale Internet of Things Botnets Based on Graph Partitioning

Applied Sciences
With the rapid growth of IoT devices, the threat of botnets is becoming increasingly worrying. There are more and more intelligent detection solutions for botnets that have been proposed with the development of artificial intelligence.
Kexiang Qian, Hongyu Yang, Ruyu Li, Weizhe Chen, Xi Luo, Lihua Yin   +5 more
doaj   +1 more source

Research on C＆C traffic detection of DDoS BotNet in internet of things

Dianxin kexue, 2019
C＆amp;C communication detection used in IoT DDoS BotNet is an important part to identify DDoS BotNet.By analyzing C＆amp;C communication traffic in the BotNet,the characteristics of the smaller C＆amp;C communication data packet and the periodicity of DNS ...
Yusheng HE
doaj   +2 more sources

SkipGateNet: A Lightweight CNN-LSTM Hybrid Model With Learnable Skip Connections for Efficient Botnet Attack Detection in IoT

IEEE Access
The rise of Internet of Things (IoT) has led to increased security risks, particularly from botnet attacks that exploit IoT device vulnerabilities. This situation necessitates effective Intrusion Detection Systems (IDS), that are accurate, lightweight ...
Mohammed S. Alshehri, Jawad Ahmad, Sultan Almakdi, Mimonah Al Qathrady, Yazeed Yasin Ghadi, William J. Buchanan   +5 more
doaj   +1 more source

Feature Evaluation for IoT Botnet Traffic Classification

International Journal of Internet of Things and Cyber-Assurance, 2022
Joffrey L. Leevy, Taghi M. Khoshgoftaar, John Hancock   +2 more
openaire   +1 more source

Efficient Large-Scale IoT Botnet Detection through GraphSAINT-Based Subgraph Sampling and Graph Isomorphism Network

Mathematics
In recent years, with the rapid development of the Internet of Things, large-scale botnet attacks have occurred frequently and have become an important challenge to network security.
Lihua Yin, Weizhe Chen, Xi Luo, Hongyu Yang   +3 more
doaj   +1 more source

Industrial control systems and IoT botnets

, 2019
Avui dia els sistemes de control industrial estan més connectats que mai donada la seva relació amb els dispositius Iot, per aquest motiu cada vegada estan més exposats a possibles atacs. Aquest treball se centra en la implementació d'un sistema de Honeypots que ens permeti recollir i analitzar informació d'atacs a sistemes ICS.
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A Review on IoT Botnet

The 2nd International Conference on Computing and Data Science, 2021
The rapid development of the Internet of Things (IoT) also generates security threats that cannot be ignored. This paper lists the development history of botnets, introduces representative IoT botnets, and reveals their new characteristics. The botnet mechanism and characteristics of IoT botnets are analyzed in depth from three aspects: composition ...
Hao Zhao, Hui Shu, Ying Xing
openaire   +1 more source